Daniel Gianola, Ph.D. - Publications

Affiliations: 
Animal Sciences University of Wisconsin, Madison, Madison, WI 
Website:
http://www.ansci.wisc.edu/Facultypages/gianola.html

246 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Wang F, Balbus GH, Xu S, Su Y, Shin J, Rottmann PF, Knipling KE, Stinville JC, Mills LH, Senkov ON, Beyerlein IJ, Pollock TM, Gianola DS. Multiplicity of dislocation pathways in a refractory multiprincipal element alloy. Science (New York, N.Y.). 370: 95-101. PMID 33004516 DOI: 10.1126/science.aba3722  0.4
2020 He J, Wu XL, Zeng Q, Li H, Ma H, Jiang J, Rosa GJM, Gianola D, Tait RG, Bauck S. Genomic mating as sustainable breeding for Chinese indigenous Ningxiang pigs. Plos One. 15: e0236629. PMID 32797113 DOI: 10.1371/journal.pone.0236629  0.68
2020 Pegolo S, Momen M, Morota G, Rosa GJM, Gianola D, Bittante G, Cecchinato A. Structural equation modeling for investigating multi-trait genetic architecture of udder health in dairy cattle. Scientific Reports. 10: 7751. PMID 32385377 DOI: 10.1038/s41598-020-64575-3  1
2020 Park SJ, Shin J, Magagnosc DJ, Kim S, Cao C, Turner KT, Purohit PK, Gianola DS, Hart AJ. Strong, Ultralight Nanofoams with Extreme Recovery and Dissipation by Manipulation of Internal Adhesive Contacts. Acs Nano. PMID 32348120 DOI: 10.1021/acsnano.0c02422  0.4
2020 Li Z, Wu XL, Guo W, He J, Li H, Rosa GJM, Gianola D, Tait RG, Parham J, Genho J, Schultz T, Bauck S. Estimation of genomic breed composition of individual animals in composite beef cattle. Animal Genetics. PMID 32239777 DOI: 10.1111/age.12928  0.68
2020 Amiri Roudbar M, Mohammadabadi MR, Ayatollahi Mehrgardi A, Abdollahi-Arpanahi R, Momen M, Morota G, Brito Lopes F, Gianola D, Rosa GJM. Integration of single nucleotide variants and whole-genome DNA methylation profiles for classification of rheumatoid arthritis cases from controls. Heredity. PMID 32127659 DOI: 10.1038/s41437-020-0301-4  1
2020 Abdollahi-Arpanahi R, Gianola D, Peñagaricano F. Deep learning versus parametric and ensemble methods for genomic prediction of complex phenotypes. Genetics, Selection, Evolution : Gse. 52: 12. PMID 32093611 DOI: 10.1186/s12711-020-00531-z  0.76
2018 Momen M, Ayatollahi Mehrgardi A, Amiri Roudbar M, Kranis A, Mercuri Pinto R, Valente BD, Morota G, Rosa GJM, Gianola D. Including Phenotypic Causal Networks in Genome-Wide Association Studies Using Mixed Effects Structural Equation Models. Frontiers in Genetics. 9: 455. PMID 30356716 DOI: 10.3389/fgene.2018.00455  1
2018 Momen M, Mehrgardi AA, Sheikhi A, Kranis A, Tusell L, Morota G, Rosa GJM, Gianola D. Predictive ability of genome-assisted statistical models under various forms of gene action. Scientific Reports. 8: 12309. PMID 30120288 DOI: 10.1038/s41598-018-30089-2  1
2018 Bello NM, Ferreira VC, Gianola D, Rosa GJM. Conceptual framework for investigating causal effects from observational data in livestock. Journal of Animal Science. PMID 30107524 DOI: 10.1093/jas/sky277  0.68
2018 Gianola D, Cecchinato A, Naya H, Schön CC. Prediction of Complex Traits: Robust Alternatives to Best Linear Unbiased Prediction. Frontiers in Genetics. 9: 195. PMID 29951082 DOI: 10.3389/fgene.2018.00195  0.44
2017 Töpner K, Rosa GJM, Gianola D, Schön CC. Bayesian Networks Illustrate Genomic and Residual Trait Connections in Maize (Zea mays L.). G3 (Bethesda, Md.). PMID 28637811 DOI: 10.1534/g3.117.044263  0.68
2017 Baker LA, Kirkpatrick B, Rosa GJ, Gianola D, Valente B, Sumner JP, Baltzer W, Hao Z, Binversie EE, Volstad N, Piazza A, Sample SJ, Muir P. Genome-wide association analysis in dogs implicates 99 loci as risk variants for anterior cruciate ligament rupture. Plos One. 12: e0173810. PMID 28379989 DOI: 10.1371/journal.pone.0173810  0.52
2017 Momen M, Mehrgardi AA, Sheikhy A, Esmailizadeh A, Fozi MA, Kranis A, Valente BD, Rosa GJ, Gianola D. A predictive assessment of genetic correlations between traits in chickens using markers. Genetics, Selection, Evolution : Gse. 49: 16. PMID 28148241 DOI: 10.1186/s12711-017-0290-9  0.76
2016 Dadousis C, Pegolo S, Rosa GJ, Gianola D, Bittante G, Cecchinato A. Pathway-based genome-wide association analysis of milk coagulation properties, curd firmness, cheese yield, and curd nutrient recovery in dairy cattle. Journal of Dairy Science. PMID 27988128 DOI: 10.3168/jds.2016-11587  0.52
2016 Mikshowsky AA, Gianola D, Weigel KA. Assessing genomic prediction accuracy for Holstein sires using bootstrap aggregation sampling and leave-one-out cross validation. Journal of Dairy Science. PMID 27889124 DOI: 10.3168/jds.2016-11496  0.6
2016 Dadousis C, Biffani S, Cipolat-Gotet C, Nicolazzi EL, Rosa GJ, Gianola D, Rossoni A, Santus E, Bittante G, Cecchinato A. Genome-wide association study for cheese yield and curd nutrient recovery in dairy cows. Journal of Dairy Science. PMID 27889122 DOI: 10.3168/jds.2016-11586  0.52
2016 Gianola D, Fariello MI, Naya H, Schoen CC. Genome-Wide Association Studies with a Genomic Relationship Matrix: A Case Study with Wheat and Arabidopsis. G3 (Bethesda, Md.). PMID 27520956 DOI: 10.1534/g3.116.034256  0.36
2016 Hu Y, Rosa GJ, Gianola D. Incorporating parent-of-origin effects in whole-genome prediction of complex traits. Genetics, Selection, Evolution : Gse. 48: 34. PMID 27091137 DOI: 10.1186/s12711-016-0213-1  0.52
2016 He MR, Samudrala SK, Kim G, Felfer PJ, Breen AJ, Cairney JM, Gianola DS. Linking stress-driven microstructural evolution in nanocrystalline aluminium with grain boundary doping of oxygen. Nature Communications. 7: 11225. PMID 27071458 DOI: 10.1038/ncomms11225  0.4
2016 Mikshowsky AA, Gianola D, Weigel KA. Improving reliability of genomic predictions for Jersey sires using bootstrap aggregation sampling. Journal of Dairy Science. PMID 26971146 DOI: 10.3168/jds.2015-10715  1
2016 González-Camacho JM, Crossa J, Pérez-Rodríguez P, Ornella L, Gianola D. Genome-enabled prediction using probabilistic neural network classifiers. Bmc Genomics. 17: 208. PMID 26956885 DOI: 10.1186/s12864-016-2553-1  1
2016 Abdollahi-Arpanahi R, Morota G, Valente BD, Kranis A, Rosa GJ, Gianola D. Differential contribution of genomic regions to marked genetic variation and prediction of quantitative traits in broiler chickens. Genetics, Selection, Evolution : Gse. 48: 10. PMID 26842494 DOI: 10.1186/s12711-016-0187-z  1
2016 Magagnosc DJ, Chen W, Kumar G, Schroers J, Gianola DS. Thermomechanical Behavior of Molded Metallic Glass Nanowires. Scientific Reports. 6: 19530. PMID 26787400 DOI: 10.1038/srep19530  0.4
2015 Cho Y, Kim G, Cho Y, Lee SY, Minsky H, Turner KT, Gianola DS, Yang S. Orthogonal Control of Stability and Tunable Dry Adhesion by Tailoring the Shape of Tapered Nanopillar Arrays. Advanced Materials (Deerfield Beach, Fla.). PMID 26488215 DOI: 10.1002/adma.201503347  0.4
2015 Beissinger TM, Gholami M, Erbe M, Weigend S, Weigend A, de Leon N, Gianola D, Simianer H. Using the variability of linkage disequilibrium between subpopulations to infer sweeps and epistatic selection in a diverse panel of chickens. Heredity. PMID 26350629 DOI: 10.1038/hdy.2015.81  1
2015 Hu Y, Morota G, Rosa GJ, Gianola D. Prediction of Plant Height in Arabidopsis thaliana Using DNA Methylation Data. Genetics. PMID 26253546 DOI: 10.1534/genetics.115.177204  1
2015 Hu Y, Rosa GJ, Gianola D. A GWAS assessment of the contribution of genomic imprinting to the variation of body mass index in mice. Bmc Genomics. 16: 576. PMID 26238105 DOI: 10.1186/s12864-015-1721-z  1
2015 Cuyabano BC, Su G, Rosa GJ, Lund MS, Gianola D. Bootstrap study of genome-enabled prediction reliabilities using haplotype blocks across Nordic Red cattle breeds. Journal of Dairy Science. PMID 26233439 DOI: 10.3168/jds.2015-9360  1
2015 Gianola D, de Los Campos G, Toro MA, Naya H, Schön CC, Sorensen D. Do Molecular Markers Inform About Pleiotropy? Genetics. PMID 26205989 DOI: 10.1534/genetics.115.179978  1
2015 Gianola DS, Shin J. Nanomechanics: Full recovery takes time. Nature Nanotechnology. PMID 26167764 DOI: 10.1038/nnano.2015.164  0.4
2015 Chen LY, He MR, Shin J, Richter G, Gianola DS. Measuring surface dislocation nucleation in defect-scarce nanostructures. Nature Materials. 14: 707-13. PMID 25985457 DOI: 10.1038/nmat4288  0.4
2015 de Los Campos G, Sorensen D, Gianola D. Genomic heritability: what is it? Plos Genetics. 11: e1005048. PMID 25942577 DOI: 10.1371/journal.pgen.1005048  1
2015 Beissinger TM, Rosa GJ, Kaeppler SM, Gianola D, de Leon N. Defining window-boundaries for genomic analyses using smoothing spline techniques. Genetics, Selection, Evolution : Gse. 47: 30. PMID 25928167 DOI: 10.1186/s12711-015-0105-9  1
2015 Valente BD, Morota G, Peñagaricano F, Gianola D, Weigel K, Rosa GJ. The Causal Meaning of Genomic Predictors and How It Affects Construction and Comparison of Genome-Enabled Selection Models. Genetics. 200: 483-94. PMID 25908318 DOI: 10.1534/genetics.114.169490  1
2015 Ehret A, Hochstuhl D, Gianola D, Thaller G. Application of neural networks with back-propagation to genome-enabled prediction of complex traits in Holstein-Friesian and German Fleckvieh cattle. Genetics, Selection, Evolution : Gse. 47: 22. PMID 25886037 DOI: 10.1186/s12711-015-0097-5  1
2015 Ge D, Lee E, Yang L, Cho Y, Li M, Gianola DS, Yang S. A robust smart window: reversibly switching from high transparency to angle-independent structural color display. Advanced Materials (Deerfield Beach, Fla.). 27: 2489-95. PMID 25732127 DOI: 10.1002/adma.201500281  0.4
2015 Abdollahi-Arpanahi R, Morota G, Valente BD, Kranis A, Rosa GJ, Gianola D. Assessment of bagging GBLUP for whole-genome prediction of broiler chicken traits. Journal of Animal Breeding and Genetics = Zeitschrift FüR TierzüChtung Und ZüChtungsbiologie. 132: 218-28. PMID 25727456 DOI: 10.1111/jbg.12131  1
2015 Gianola D, Rosa GJ. One hundred years of statistical developments in animal breeding. Annual Review of Animal Biosciences. 3: 19-56. PMID 25387231 DOI: 10.1146/annurev-animal-022114-110733  1
2015 Piccione B, Gianola DS. Tunable thermoelectric transport in nanomeshes via elastic strain engineering Applied Physics Letters. 106. DOI: 10.1063/1.4915270  0.4
2015 Flores-Johnson EA, Rupert TJ, Hemker KJ, Gianola DS, Gan Y. Modelling wrinkling interactions produced by patterned defects in metal thin films Extreme Mechanics Letters. 4: 175-185. DOI: 10.1016/j.eml.2015.07.002  0.4
2015 Zhao X, Strickland DJ, Derlet PM, He MR, Cheng YJ, Pu J, Hattar K, Gianola DS. In situ measurements of a homogeneous to heterogeneous transition in the plastic response of ion-irradiated 〈111〉 Ni microspecimens Acta Materialia. 88: 121-135. DOI: 10.1016/j.actamat.2015.01.007  0.4
2014 Casellas J, Gianola D, Medrano JF. Bayesian analysis of additive epistasis arising from new mutations in mice. Genetics Research. 96: e008. PMID 25578900 DOI: 10.1017/S001667231400010X  1
2014 Felipe VP, Okut H, Gianola D, Silva MA, Rosa GJ. Effect of genotype imputation on genome-enabled prediction of complex traits: an empirical study with mice data. Bmc Genetics. 15: 149. PMID 25544265 DOI: 10.1186/s12863-014-0149-9  1
2014 Strickland DJ, Huang YR, Lee D, Gianola DS. Robust scaling of strength and elastic constants and universal cooperativity in disordered colloidal micropillars. Proceedings of the National Academy of Sciences of the United States of America. 111: 18167-72. PMID 25489098 DOI: 10.1073/pnas.1413900111  0.4
2014 Morota G, Gianola D. Kernel-based whole-genome prediction of complex traits: a review. Frontiers in Genetics. 5: 363. PMID 25360145 DOI: 10.3389/fgene.2014.00363  1
2014 Cuevas J, Pérez-Elizalde S, Soberanis V, Pérez-Rodríguez P, Gianola D, Crossa J. Bayesian genomic-enabled prediction as an inverse problem. G3 (Bethesda, Md.). 4: 1991-2001. PMID 25155273 DOI: 10.1534/g3.114.013094  1
2014 Wu XL, Gianola D, Rosa GJ, Weigel KA. Meta-analysis of candidate gene effects using bayesian parametric and non-parametric approaches. Journal of Genomics. 2: 1-19. PMID 25057320 DOI: 10.7150/jgen.5054  0.6
2014 Brugarolas T, Gianola DS, Zhang L, Campbell GM, Bassani JL, Feng G, Lee D. Tailoring and understanding the mechanical properties of nanoparticle-shelled bubbles. Acs Applied Materials & Interfaces. 6: 11558-72. PMID 24956417 DOI: 10.1021/am502290h  0.4
2014 Murphy KF, Piccione B, Zanjani MB, Lukes JR, Gianola DS. Strain- and defect-mediated thermal conductivity in silicon nanowires. Nano Letters. 14: 3785-92. PMID 24885097 DOI: 10.1021/nl500840d  0.4
2014 de Maturana EL, Chanok SJ, Picornell AC, Rothman N, Herranz J, Calle ML, García-Closas M, Marenne G, Brand A, Tardón A, Carrato A, Silverman DT, Kogevinas M, Gianola D, Real FX, et al. Whole genome prediction of bladder cancer risk with the Bayesian LASSO. Genetic Epidemiology. 38: 467-76. PMID 24796258 DOI: 10.1002/gepi.21809  1
2014 Strickland DJ, Zhang L, Huang YR, Magagnosc DJ, Lee D, Gianola DS. Synthesis and mechanical response of disordered colloidal micropillars. Physical Chemistry Chemical Physics : Pccp. 16: 10274-85. PMID 24765638 DOI: 10.1039/c3cp55422h  0.4
2014 Gianola D, Weigel KA, Krämer N, Stella A, Schön CC. Enhancing genome-enabled prediction by bagging genomic BLUP. Plos One. 9: e91693. PMID 24722227 DOI: 10.1371/journal.pone.0091693  1
2014 Morota G, Boddhireddy P, Vukasinovic N, Gianola D, Denise S. Kernel-based variance component estimation and whole-genome prediction of pre-corrected phenotypes and progeny tests for dairy cow health traits. Frontiers in Genetics. 5: 56. PMID 24715901 DOI: 10.3389/fgene.2014.00056  1
2014 Chen LY, Terrab S, Murphy KF, Sullivan JP, Cheng X, Gianola DS. Temperature controlled tensile testing of individual nanowires. The Review of Scientific Instruments. 85: 013901. PMID 24517776 DOI: 10.1063/1.4858815  0.4
2014 Morota G, Abdollahi-Arpanahi R, Kranis A, Gianola D. Genome-enabled prediction of quantitative traits in chickens using genomic annotation. Bmc Genomics. 15: 109. PMID 24502227 DOI: 10.1186/1471-2164-15-109  1
2014 Abdollahi-Arpanahi R, Pakdel A, Nejati-Javaremi A, Moradi Shahrbabak M, Morota G, Valente BD, Kranis A, Rosa GJ, Gianola D. Dissection of additive genetic variability for quantitative traits in chickens using SNP markers. Journal of Animal Breeding and Genetics = Zeitschrift FüR TierzüChtung Und ZüChtungsbiologie. 131: 183-93. PMID 24460953 DOI: 10.1111/jbg.12079  1
2014 Abdollahi-Arpanahi R, Nejati-Javaremi A, Pakdel A, Moradi-Shahrbabak M, Morota G, Valente BD, Kranis A, Rosa GJ, Gianola D. Effect of allele frequencies, effect sizes and number of markers on prediction of quantitative traits in chickens. Journal of Animal Breeding and Genetics = Zeitschrift FüR TierzüChtung Und ZüChtungsbiologie. 131: 123-33. PMID 24397350 DOI: 10.1111/jbg.12075  1
2014 Tusell L, Pérez-Rodríguez P, Forni S, Gianola D. Model averaging for genome-enabled prediction with reproducing kernel Hilbert spaces: a case study with pig litter size and wheat yield. Journal of Animal Breeding and Genetics = Zeitschrift FüR TierzüChtung Und ZüChtungsbiologie. 131: 105-15. PMID 24397267 DOI: 10.1111/jbg.12070  1
2014 Beissinger TM, Hirsch CN, Vaillancourt B, Deshpande S, Barry K, Buell CR, Kaeppler SM, Gianola D, de Leon N. A genome-wide scan for evidence of selection in a maize population under long-term artificial selection for ear number. Genetics. 196: 829-40. PMID 24381334 DOI: 10.1534/genetics.113.160655  1
2014 González-Recio O, Rosa GJM, Gianola D. Machine learning methods and predictive ability metrics for genome-wide prediction of complex traits Livestock Science. 166: 217-231. DOI: 10.1016/j.livsci.2014.05.036  1
2014 He MR, Felfer PJ, Dasgupta S, Samudrala SK, Malone PJ, Feng G, Hemker KJ, Cairney JM, Gianola DS. Understanding the mechanical behavior of nanocrystalline Al-O thin films with complex microstructures Acta Materialia. 77: 269-283. DOI: 10.1016/j.actamat.2014.05.058  0.4
2014 Magagnosc DJ, Kumar G, Schroers J, Felfer P, Cairney JM, Gianola DS. Effect of ion irradiation on tensile ductility, strength and fictive temperature in metallic glass nanowires Acta Materialia. 74: 165-182. DOI: 10.1016/j.actamat.2014.04.002  0.4
2013 Sun C, VanRaden PM, O'Connell JR, Weigel KA, Gianola D. Mating programs including genomic relationships and dominance effects. Journal of Dairy Science. 96: 8014-23. PMID 24119810 DOI: 10.3168/jds.2013-6969  1
2013 Okut H, Wu XL, Rosa GJ, Bauck S, Woodward BW, Schnabel RD, Taylor JF, Gianola D. Predicting expected progeny difference for marbling score in Angus cattle using artificial neural networks and Bayesian regression models. Genetics, Selection, Evolution : Gse. 45: 34. PMID 24024641 DOI: 10.1186/1297-9686-45-34  1
2013 Gianola D, Qanbari S, Simianer H. An evaluation of a novel estimator of linkage disequilibrium. Heredity. 111: 275-85. PMID 23921642 DOI: 10.1038/hdy.2013.46  1
2013 Tusell L, Pérez-Rodríguez P, Forni S, Wu XL, Gianola D. Genome-enabled methods for predicting litter size in pigs: a comparison. Animal : An International Journal of Animal Bioscience. 7: 1739-49. PMID 23880322 DOI: 10.1017/S1751731113001389  1
2013 Jiménez-Montero JA, Gianola D, Weigel K, Alenda R, González-Recio O. Assets of imputation to ultra-high density for productive and functional traits. Journal of Dairy Science. 96: 6047-58. PMID 23810591 DOI: 10.3168/jds.2013-6793  1
2013 Morota G, Koyama M, Rosa GJ, Weigel KA, Gianola D. Predicting complex traits using a diffusion kernel on genetic markers with an application to dairy cattle and wheat data. Genetics, Selection, Evolution : Gse. 45: 17. PMID 23763755 DOI: 10.1186/1297-9686-45-17  1
2013 Murphy KF, Chen LY, Gianola DS. Effect of organometallic clamp properties on the apparent diversity of tensile response of nanowires. Nanotechnology. 24: 235704. PMID 23669193 DOI: 10.1088/0957-4484/24/23/235704  0.4
2013 Morota G, Gianola D. Evaluation of linkage disequilibrium in wheat with an L1-regularized sparse Markov network. Tag. Theoretical and Applied Genetics. Theoretische Und Angewandte Genetik. 126: 1991-2002. PMID 23661079 DOI: 10.1007/s00122-013-2112-y  1
2013 Pérez-Rodríguez P, Gianola D, Weigel KA, Rosa GJ, Crossa J. Technical note: An R package for fitting Bayesian regularized neural networks with applications in animal breeding. Journal of Animal Science. 91: 3522-31. PMID 23658327 DOI: 10.2527/jas.2012-6162  1
2013 Gianola D. Priors in whole-genome regression: the bayesian alphabet returns. Genetics. 194: 573-96. PMID 23636739 DOI: 10.1534/genetics.113.151753  1
2013 Lehermeier C, Wimmer V, Albrecht T, Auinger HJ, Gianola D, Schmid VJ, Schön CC. Sensitivity to prior specification in Bayesian genome-based prediction models. Statistical Applications in Genetics and Molecular Biology. 12: 375-91. PMID 23629460 DOI: 10.1515/sagmb-2012-0042  1
2013 Valente BD, Rosa GJ, Gianola D, Wu XL, Weigel K. Is structural equation modeling advantageous for the genetic improvement of multiple traits? Genetics. 194: 561-72. PMID 23608193 DOI: 10.1534/genetics.113.151209  1
2013 Haugaard K, Tusell L, Perez P, Gianola D, Whist AC, Heringstad B. Prediction of clinical mastitis outcomes within and between environments using whole-genome markers. Journal of Dairy Science. 96: 3986-93. PMID 23587379 DOI: 10.3168/jds.2012-6133  1
2013 Gianola D, Hospital F, Verrier E. Contribution of an additive locus to genetic variance when inheritance is multi-factorial with implications on interpretation of GWAS. Tag. Theoretical and Applied Genetics. Theoretische Und Angewandte Genetik. 126: 1457-72. PMID 23508282 DOI: 10.1007/s00122-013-2064-2  1
2013 Magagnosc DJ, Ehrbar R, Kumar G, He MR, Schroers J, Gianola DS. Tunable tensile ductility in metallic glasses Scientific Reports. 3. DOI: 10.1038/srep01096  0.4
2013 Gianola DS, Lee Z, Ophus C, Luber EJ, Mitlin D, Dahmen U, Hemker KJ, Radmilović VR. Tensile behavior of Al1-xMox crystalline and amorphous thin films Acta Materialia. 61: 1432-1443. DOI: 10.1016/j.actamat.2012.11.020  0.4
2012 Boligon AA, Long N, Albuquerque LG, Weigel KA, Gianola D, Rosa GJ. Comparison of selective genotyping strategies for prediction of breeding values in a population undergoing selection. Journal of Animal Science. 90: 4716-22. PMID 23372045 DOI: 10.2527/jas.2012-4857  1
2012 Pérez-Rodríguez P, Gianola D, González-Camacho JM, Crossa J, Manès Y, Dreisigacker S. Comparison between linear and non-parametric regression models for genome-enabled prediction in wheat. G3 (Bethesda, Md.). 2: 1595-605. PMID 23275882 DOI: 10.1534/g3.112.003665  1
2012 Qanbari S, Strom TM, Haberer G, Weigend S, Gheyas AA, Turner F, Burt DW, Preisinger R, Gianola D, Simianer H. A high resolution genome-wide scan for significant selective sweeps: an application to pooled sequence data in laying chickens. Plos One. 7: e49525. PMID 23209582 DOI: 10.1371/journal.pone.0049525  1
2012 Morota G, Valente BD, Rosa GJ, Weigel KA, Gianola D. An assessment of linkage disequilibrium in Holstein cattle using a Bayesian network. Journal of Animal Breeding and Genetics = Zeitschrift FüR TierzüChtung Und ZüChtungsbiologie. 129: 474-87. PMID 23148973 DOI: 10.1111/jbg.12002  1
2012 Vazquez AI, de los Campos G, Klimentidis YC, Rosa GJ, Gianola D, Yi N, Allison DB. A comprehensive genetic approach for improving prediction of skin cancer risk in humans. Genetics. 192: 1493-502. PMID 23051645 DOI: 10.1534/genetics.112.141705  1
2012 Wu XL, Sun C, Beissinger TM, Rosa GJ, Weigel KA, Gatti Nde L, Gianola D. Parallel Markov chain Monte Carlo - bridging the gap to high-performance Bayesian computation in animal breeding and genetics. Genetics, Selection, Evolution : Gse. 44: 29. PMID 23009363 DOI: 10.1186/1297-9686-44-29  1
2012 Chen LY, Richter G, Sullivan JP, Gianola DS. Lattice anharmonicity in defect-free Pd nanowhiskers. Physical Review Letters. 109: 125503. PMID 23005958 DOI: 10.1103/PhysRevLett.109.125503  0.4
2012 Sun C, Wu XL, Weigel KA, Rosa GJ, Bauck S, Woodward BW, Schnabel RD, Taylor JF, Gianola D. An ensemble-based approach to imputation of moderate-density genotypes for genomic selection with application to Angus cattle. Genetics Research. 94: 133-50. PMID 22809677 DOI: 10.1017/S001667231200033X  1
2012 Gianola D, Manfredi E, Simianer H. On measures of association among genetic variables. Animal Genetics. 43: 19-35. PMID 22742500 DOI: 10.1111/j.1365-2052.2012.02326.x  1
2012 Gianola D, Rosa GJ, Allison DB. Humble Thanks to a Gentle Giant (an Obituary for James F. Crow). Frontiers in Genetics. 3: 93. PMID 22675330 DOI: 10.3389/fgene.2012.00093  1
2012 Ober U, Ayroles JF, Stone EA, Richards S, Zhu D, Gibbs RA, Stricker C, Gianola D, Schlather M, Mackay TF, Simianer H. Using whole-genome sequence data to predict quantitative trait phenotypes in Drosophila melanogaster. Plos Genetics. 8: e1002685. PMID 22570636 DOI: 10.1371/journal.pgen.1002685  1
2012 González-Camacho JM, de Los Campos G, Pérez P, Gianola D, Cairns JE, Mahuku G, Babu R, Crossa J. Genome-enabled prediction of genetic values using radial basis function neural networks. Tag. Theoretical and Applied Genetics. Theoretische Und Angewandte Genetik. 125: 759-71. PMID 22566067 DOI: 10.1007/s00122-012-1868-9  1
2012 Pérez-Cabal MA, Vazquez AI, Gianola D, Rosa GJ, Weigel KA. Accuracy of Genome-Enabled Prediction in a Dairy Cattle Population using Different Cross-Validation Layouts. Frontiers in Genetics. 3: 27. PMID 22403583 DOI: 10.3389/fgene.2012.00027  1
2012 Vazquez AI, Perez-Cabal MA, Heringstad B, Rodrigues-Motta M, Rosa GJ, Gianola D, Weigel KA. Predictive ability of alternative models for genetic analysis of clinical mastitis. Journal of Animal Breeding and Genetics = Zeitschrift FüR TierzüChtung Und ZüChtungsbiologie. 129: 120-8. PMID 22394234 DOI: 10.1111/j.1439-0388.2011.00950.x  1
2012 Gianola DS, Farkas D, Gamarra M, He MR. The role of confinement on stress-driven grain boundary motion in nanocrystalline aluminum thin films Journal of Applied Physics. 112. DOI: 10.1063/1.4770357  0.4
2012 Sedlmayr A, Bitzek E, Gianola DS, Richter G, Mönig R, Kraft O. Existence of two twinning-mediated plastic deformation modes in Au nanowhiskers Acta Materialia. 60: 3985-3993. DOI: 10.1016/j.actamat.2012.03.018  0.4
2012 Mompiou F, Legros M, Radetic T, Dahmen U, Gianola DS, Hemker KJ. In situ TEM observation of grain annihilation in tricrystalline aluminum films Acta Materialia. 60: 2209-2218. DOI: 10.1016/j.actamat.2011.12.013  0.4
2012 Mompiou F, Legros M, Sedlmayr A, Gianola DS, Caillard D, Kraft O. Source-based strengthening of sub-micrometer Al fibers Acta Materialia. 60: 977-983. DOI: 10.1016/j.actamat.2011.11.005  0.4
2012 Tang F, Gianola DS, Moody MP, Hemker KJ, Cairney JM. Observations of grain boundary impurities in nanocrystalline Al and their influence on microstructural stability and mechanical behaviour Acta Materialia. 60: 1038-1047. DOI: 10.1016/j.actamat.2011.10.061  0.4
2011 Wu XL, Beissinger TM, Bauck S, Woodward B, Rosa GJ, Weigel KA, Gatti Nde L, Gianola D. A primer on high-throughput computing for genomic selection. Frontiers in Genetics. 2: 4. PMID 22303303 DOI: 10.3389/fgene.2011.00004  1
2011 Gianola D, Okut H, Weigel KA, Rosa GJ. Predicting complex quantitative traits with Bayesian neural networks: a case study with Jersey cows and wheat. Bmc Genetics. 12: 87. PMID 21981731 DOI: 10.1186/1471-2156-12-87  1
2011 Long N, Gianola D, Rosa GJ, Weigel KA. Dimension reduction and variable selection for genomic selection: application to predicting milk yield in Holsteins. Journal of Animal Breeding and Genetics = Zeitschrift FüR TierzüChtung Und ZüChtungsbiologie. 128: 247-57. PMID 21749471 DOI: 10.1111/j.1439-0388.2011.00917.x  1
2011 Long N, Gianola D, Rosa GJ, Weigel KA. Application of support vector regression to genome-assisted prediction of quantitative traits. Tag. Theoretical and Applied Genetics. Theoretische Und Angewandte Genetik. 123: 1065-74. PMID 21739137 DOI: 10.1007/s00122-011-1648-y  1
2011 Gianola DS, Sedlmayr A, Mönig R, Volkert CA, Major RC, Cyrankowski E, Asif SA, Warren OL, Kraft O. In situ nanomechanical testing in focused ion beam and scanning electron microscopes. The Review of Scientific Instruments. 82: 063901. PMID 21721703 DOI: 10.1063/1.3595423  0.4
2011 Qanbari S, Gianola D, Hayes B, Schenkel F, Miller S, Moore S, Thaller G, Simianer H. Application of site and haplotype-frequency based approaches for detecting selection signatures in cattle. Bmc Genomics. 12: 318. PMID 21679429 DOI: 10.1186/1471-2164-12-318  1
2011 Long N, Gianola D, Rosa GJ, Weigel KA. Marker-assisted prediction of non-additive genetic values. Genetica. 139: 843-54. PMID 21674154 DOI: 10.1007/s10709-011-9588-7  1
2011 Long N, Gianola D, Rosa GJ, Weigel KA. Long-term impacts of genome-enabled selection. Journal of Applied Genetics. 52: 467-80. PMID 21584728 DOI: 10.1007/s13353-011-0053-1  1
2011 Okut H, Gianola D, Rosa GJ, Weigel KA. Prediction of body mass index in mice using dense molecular markers and a regularized neural network. Genetics Research. 93: 189-201. PMID 21481292 DOI: 10.1017/S0016672310000662  1
2011 Peñagaricano F, Urioste JI, Naya H, de los Campos G, Gianola D. Assessment of Poisson, probit and linear models for genetic analysis of presence and number of black spots in Corriedale sheep. Journal of Animal Breeding and Genetics = Zeitschrift FüR TierzüChtung Und ZüChtungsbiologie. 128: 105-13. PMID 21385225 DOI: 10.1111/j.1439-0388.2010.00893.x  1
2011 Rosa GJ, Valente BD, de los Campos G, Wu XL, Gianola D, Silva MA. Inferring causal phenotype networks using structural equation models. Genetics, Selection, Evolution : Gse. 43: 6. PMID 21310061 DOI: 10.1186/1297-9686-43-6  1
2011 Eberl C, Wang X, Gianola DS, Nguyen TD, He MY, Evans AG, Hemker KJ. In situ measurement of the toughness of the interface between a thermal barrier coating and a Ni alloy Journal of the American Ceramic Society. 94: S120-S127. DOI: 10.1111/j.1551-2916.2011.04588.x  0.4
2011 Eberl C, Gianola DS, Wang X, He MY, Evans AG, Hemker KJ. A method for in situ measurement of the elastic behavior of a columnar thermal barrier coating Acta Materialia. 59: 3612-3620. DOI: 10.1016/j.actamat.2011.02.034  0.4
2011 McCaffrey RP, Matthews PB, Gianola DS. Three-dimensional mechanics of microcellular solids using scanning confocal microscopy Conference Proceedings of the Society For Experimental Mechanics Series. 6: 309-310.  0.4
2011 Greer JR, Zhu T, Clark BG, Gianola DS, Ngan AHW. Materials Research Society Symposium Proceedings: Preface Materials Research Society Symposium Proceedings. 1297: ix-x.  0.4
2011 Santellano-Estrada E, Becerril-Pérez CM, Mei-Chang Y, Gianola D, Torres-Hernández G, Ramírez-Valverde R, Domínguez-Vivieros J, Rosendo-Ponce A. Characterization of lactation and genetic evaluation of tropical milking criollo cattle using a random regression model | Caracterización de la lactancia y evaluación genética del ganado criollo lechero tropical utilizando un modelo de regresión aleatoria Agrociencia. 45: 165-175.  1
2010 Pérez P, de Los Campos G, Crossa J, Gianola D. Genomic-Enabled Prediction Based on Molecular Markers and Pedigree Using the Bayesian Linear Regression Package in R. The Plant Genome. 3: 106-116. PMID 21566722 DOI: 10.3835/plantgenome2010.04.0005  0.36
2010 Vazquez AI, Rosa GJ, Weigel KA, de los Campos G, Gianola D, Allison DB. Predictive ability of subsets of single nucleotide polymorphisms with and without parent average in US Holsteins. Journal of Dairy Science. 93: 5942-9. PMID 21094768 DOI: 10.3168/jds.2010-3335  1
2010 de los Campos G, Gianola D, Allison DB. Predicting genetic predisposition in humans: the promise of whole-genome markers. Nature Reviews. Genetics. 11: 880-6. PMID 21045869 DOI: 10.1038/nrg2898  1
2010 Weigel KA, de Los Campos G, Vazquez AI, Rosa GJ, Gianola D, Van Tassell CP. Accuracy of direct genomic values derived from imputed single nucleotide polymorphism genotypes in Jersey cattle. Journal of Dairy Science. 93: 5423-35. PMID 20965358 DOI: 10.3168/jds.2010-3149  1
2010 De los Campos G, Gianola D, Rosa GJ, Weigel KA, Crossa J. Semi-parametric genomic-enabled prediction of genetic values using reproducing kernel Hilbert spaces methods. Genetics Research. 92: 295-308. PMID 20943010 DOI: 10.1017/S0016672310000285  1
2010 Crossa J, Campos Gde L, Pérez P, Gianola D, Burgueño J, Araus JL, Makumbi D, Singh RP, Dreisigacker S, Yan J, Arief V, Banziger M, Braun HJ. Prediction of genetic values of quantitative traits in plant breeding using pedigree and molecular markers. Genetics. 186: 713-24. PMID 20813882 DOI: 10.1534/genetics.110.118521  1
2010 Gianola D, Wu XL, Manfredi E, Simianer H. A non-parametric mixture model for genome-enabled prediction of genetic value for a quantitative trait. Genetica. 138: 959-77. PMID 20737196 DOI: 10.1007/s10709-010-9478-4  1
2010 González-Recio O, Weigel KA, Gianola D, Naya H, Rosa GJ. L2-Boosting algorithm applied to high-dimensional problems in genomic selection. Genetics Research. 92: 227-37. PMID 20667166 DOI: 10.1017/S0016672310000261  1
2010 Long N, Gianola D, Rosa GJ, Weigel KA, Kranis A, González-Recio O. Radial basis function regression methods for predicting quantitative traits using SNP markers. Genetics Research. 92: 209-25. PMID 20667165 DOI: 10.1017/S0016672310000157  1
2010 Gianola D, Simianer H, Qanbari S. A two-step method for detecting selection signatures using genetic markers. Genetics Research. 92: 141-55. PMID 20515517 DOI: 10.1017/S0016672310000121  1
2010 Valente BD, Rosa GJ, de Los Campos G, Gianola D, Silva MA. Searching for recursive causal structures in multivariate quantitative genetics mixed models. Genetics. 185: 633-44. PMID 20351220 DOI: 10.1534/genetics.109.112979  1
2010 de Maturana EL, de los Campos G, Wu XL, Gianola D, Weigel KA, Rosa GJ. Modeling relationships between calving traits: a comparison between standard and recursive mixed models. Genetics, Selection, Evolution : Gse. 42: 1. PMID 20100345 DOI: 10.1186/1297-9686-42-1  1
2010 Wu XL, Heringstad B, Gianola D. Bayesian structural equation models for inferring relationships between phenotypes: a review of methodology, identifiability, and applications. Journal of Animal Breeding and Genetics = Zeitschrift FüR TierzüChtung Und ZüChtungsbiologie. 127: 3-15. PMID 20074182 DOI: 10.1111/j.1439-0388.2009.00835.x  1
2010 Wu XL, Gianola D, Rosa GJ, Weigel KA. Bayesian model averaging for evaluation of candidate gene effects. Genetica. 138: 395-407. PMID 20049510 DOI: 10.1007/s10709-009-9433-4  1
2010 Cecchinato A, de los Campos G, Gianola D, Gallo L, Carnier P. The relevance of purebred information for predicting genetic merit of survival at birth of crossbred piglets. Journal of Animal Science. 88: 481-90. PMID 19897636 DOI: 10.2527/jas.2008-1744  1
2010 Vazquez AI, Bates DM, Rosa GJ, Gianola D, Weigel KA. Technical note: an R package for fitting generalized linear mixed models in animal breeding. Journal of Animal Science. 88: 497-504. PMID 19820058 DOI: 10.2527/jas.2009-1952  1
2010 Mitra M, Jung Y, Gianola DS, Agarwal R. Extremely low drift of resistance and threshold voltage in amorphous phase change nanowire devices Applied Physics Letters. 96. DOI: 10.1063/1.3447941  0.4
2010 Eberl C, Gianola DS, Hemker KJ. Mechanical characterization of coatings using microbeam bending and digital image correlation techniques Proceedings of the Society For Experimental Mechanics, Inc.. 67: 85-97. DOI: 10.1007/s11340-008-9187-4  0.4
2010 Clark BG, Gianola DS, Kraft O, Frick CP. Size independent shape memory behavior of nickel-titanium Advanced Engineering Materials. 12: 808-815. DOI: 10.1002/adem.201000048  0.4
2010 Legras M, Gianola DS, Motz C. Quantitative in situ mechanical testing in electron microscopes Mrs Bulletin. 35: 354-360.  0.4
2009 Rupert TJ, Gianola DS, Gan Y, Hemker KJ. Experimental observations of stress-driven grain boundary migration. Science (New York, N.Y.). 326: 1686-90. PMID 20019286 DOI: 10.1126/science.1178226  0.4
2009 Weigel KA, de los Campos G, González-Recio O, Naya H, Wu XL, Long N, Rosa GJ, Gianola D. Predictive ability of direct genomic values for lifetime net merit of Holstein sires using selected subsets of single nucleotide polymorphism markers. Journal of Dairy Science. 92: 5248-57. PMID 19762843 DOI: 10.3168/jds.2009-2092  1
2009 Vazquez AI, Weigel KA, Gianola D, Bates DM, Perez-Cabal MA, Rosa GJ, Chang YM. Poisson versus threshold models for genetic analysis of clinical mastitis in US Holsteins. Journal of Dairy Science. 92: 5239-47. PMID 19762842 DOI: 10.3168/jds.2009-2085  1
2009 Forni S, Gianola D, Rosa GJ. Predictive ability and covariance parameters of dynamic linear models for analysis of longitudinal traits. Journal of Animal Science. 87: 3854-64. PMID 19684263 DOI: 10.2527/jas.2008-1515  1
2009 Forni S, Gianola D, Rosa GJ, de Los Campos G. A dynamic linear model for genetic analysis of longitudinal traits. Journal of Animal Science. 87: 3845-53. PMID 19684262 DOI: 10.2527/jas.2008-1514  1
2009 de Maturana EL, Gianola D, Rosa GJ, Weigel KA. Predictive ability of models for calving difficulty in US Holsteins. Journal of Animal Breeding and Genetics = Zeitschrift FüR TierzüChtung Und ZüChtungsbiologie. 126: 179-88. PMID 19646146 DOI: 10.1111/j.1439-0388.2008.00792.x  1
2009 Richter G, Hillerich K, Gianola DS, Mönig R, Kraft O, Volkert CA. Ultrahigh strength single crystalline nanowhiskers grown by physical vapor deposition. Nano Letters. 9: 3048-52. PMID 19637912 DOI: 10.1021/nl9015107  0.4
2009 Gianola D, de los Campos G, Hill WG, Manfredi E, Fernando R. Additive genetic variability and the Bayesian alphabet. Genetics. 183: 347-63. PMID 19620397 DOI: 10.1534/genetics.109.103952  1
2009 Pérez-Cabal MA, de los Campos G, Vazquez AI, Gianola D, Rosa GJ, Weigel KA, Alenda R. Genetic evaluation of susceptibility to clinical mastitis in Spanish Holstein cows. Journal of Dairy Science. 92: 3472-80. PMID 19528625 DOI: 10.3168/jds.2008-1978  1
2009 David I, Bodin L, Gianola D, Legarra A, Manfredi E, Robert-Granié C. Product versus additive threshold models for analysis of reproduction outcomes in animal genetics. Journal of Animal Science. 87: 2510-8. PMID 19395507 DOI: 10.2527/jas.2008-1586  1
2009 Heringstad B, Wu XL, Gianola D. Inferring relationships between health and fertility in Norwegian Red cows using recursive models. Journal of Dairy Science. 92: 1778-84. PMID 19307661 DOI: 10.3168/jds.2008-1535  1
2009 de los Campos G, Naya H, Gianola D, Crossa J, Legarra A, Manfredi E, Weigel K, Cotes JM. Predicting quantitative traits with regression models for dense molecular markers and pedigree. Genetics. 182: 375-85. PMID 19293140 DOI: 10.1534/genetics.109.101501  1
2009 Long N, Gianola D, Rosa GJ, Weigel KA, Avendaño S. Comparison of classification methods for detecting associations between SNPs and chick mortality. Genetics, Selection, Evolution : Gse. 41: 18. PMID 19284707 DOI: 10.1186/1297-9686-41-18  1
2009 González-Recio O, Gianola D, Rosa GJ, Weigel KA, Kranis A. Genome-assisted prediction of a quantitative trait measured in parents and progeny: application to food conversion rate in chickens. Genetics, Selection, Evolution : Gse. 41: 3. PMID 19284693 DOI: 10.1186/1297-9686-41-3  1
2009 de Los Campos G, Gianola D, Rosa GJ. Reproducing kernel Hilbert spaces regression: a general framework for genetic evaluation. Journal of Animal Science. 87: 1883-7. PMID 19213705 DOI: 10.2527/jas.2008-1259  1
2009 Legros M, Cabié M, Gianola DS. In situ deformation of thin films on substrates. Microscopy Research and Technique. 72: 270-83. PMID 19189313 DOI: 10.1002/jemt.20680  0.4
2009 Vazquez AI, Gianola D, Bates D, Weigel KA, Heringstad B. Assessment of Poisson, logit, and linear models for genetic analysis of clinical mastitis in Norwegian Red cows Journal of Dairy Science. 92: 739-748. PMID 19164686 DOI: 10.3168/jds.2008-1325  1
2009 de Maturana EL, Wu XL, Gianola D, Weigel KA, Rosa GJ. Exploring biological relationships between calving traits in primiparous cattle with a Bayesian recursive model. Genetics. 181: 277-87. PMID 18984571 DOI: 10.1534/genetics.108.094888  1
2009 Wu XL, Gianola D, Weigel K. Bayesian joint mapping of quantitative trait loci for Gaussian and categorical characters in line crosses. Genetica. 135: 367-77. PMID 18584118 DOI: 10.1007/s10709-008-9283-5  1
2009 Balk TJ, Eberl C, Sun Y, Hemker KJ, Gianola DS. Tensile and compressive microspecimen testing of bulk nanoporous gold Jom. 61: 26-31. DOI: 10.1007/s11837-009-0176-6  0.4
2009 Gianola DS, Eberl C. Micro- and nanoscale tensile testing of materials Jom. 61: 24-35. DOI: 10.1007/s11837-009-0037-3  0.4
2008 Gianola D, de los Campos G. Inferring genetic values for quantitative traits non-parametrically. Genetics Research. 90: 525-40. PMID 19123970 DOI: 10.1017/S0016672308009890  1
2008 Santellano-Estrada E, Becerril-Pérez CM, De Alba J, Chang YM, Gianola D, Torres-Hernández G, Ramirez-Valverde R. Inferring genetic parameters of lactation in Tropical Milking Criollo cattle with random regression test-day models Journal of Dairy Science. 91: 4393-4400. PMID 18946145 DOI: 10.3168/jds.2007-0351  1
2008 König S, Chang YM, Borstel UUV, Gianola D, Simianer H. Genetic and phenotypic relationships among milk urea nitrogen, fertility, and milk yield in Holstein cows Journal of Dairy Science. 91: 4372-4382. PMID 18946143 DOI: 10.3168/jds.2008-1236  1
2008 Long N, Gianola D, Rosa GJ, Weigel KA, Avendano S. Machine learning classification procedure for selecting SNPs in genomic selection: application to early mortality in broilers. Developments in Biologicals. 132: 373-6. PMID 18817329  1
2008 Long N, Gianola D, Rosa GJ, Weigel KA, Avendaño S. Marker-assisted assessment of genotype by environment interaction: a case study of single nucleotide polymorphism-mortality association in broilers in two hygiene environments. Journal of Animal Science. 86: 3358-66. PMID 18765852 DOI: 10.2527/jas.2008-1021  1
2008 Naya H, Urioste JI, Chang YM, Rodrigues-Motta M, Kremer R, Gianola D. A comparison between Poisson and zero-inflated Poisson regression models with an application to number of black spots in Corriedale sheep. Genetics, Selection, Evolution : Gse. 40: 379-94. PMID 18558072 DOI: 10.1051/gse:2008010  1
2008 Wu XL, Heringstad B, Gianola D. Exploration of lagged relationships between mastitis and milk yield in dairy cows using a Bayesian structural equation Gaussian-threshold model. Genetics, Selection, Evolution : Gse. 40: 333-57. PMID 18558070 DOI: 10.1051/gse:2008009  1
2008 González-Recio O, Gianola D, Long N, Weigel KA, Rosa GJ, Avendaño S. Nonparametric methods for incorporating genomic information into genetic evaluations: an application to mortality in broilers. Genetics. 178: 2305-13. PMID 18430951 DOI: 10.1534/genetics.107.084293  1
2008 Gianola D, van Kaam JB. Reproducing kernel hilbert spaces regression methods for genomic assisted prediction of quantitative traits. Genetics. 178: 2289-303. PMID 18430950 DOI: 10.1534/genetics.107.084285  1
2008 König S, Wu XL, Gianola D, Heringstad B, Simianer H. Exploration of relationships between claw disorders and milk yield in Holstein cows via recursive linear and threshold models Journal of Dairy Science. 91: 395-406. PMID 18096964 DOI: 10.3168/jds.2007-0170  1
2008 Heringstad B, Change YM, Gianola D, Østerås O. Short communication: Genetic analysis of respiratory disease in Norwegian Red calves Journal of Dairy Science. 91: 367-370. PMID 18096960 DOI: 10.3168/jds.2007-0365  1
2008 Gianola DS, Mendis BG, Cheng XM, Hemker KJ. Grain-size stabilization by impurities and effect on stress-coupled grain growth in nanocrystalline Al thin films Materials Science and Engineering A. 483: 637-640. DOI: 10.1016/j.msea.2006.12.155  0.4
2008 Legros M, Gianola DS, Hemker KJ. In situ TEM observations of fast grain-boundary motion in stressed nanocrystalline aluminum films Acta Materialia. 56: 3380-3393. DOI: 10.1016/j.actamat.2008.03.032  0.4
2008 Gianola DS, Eben C, Cheng X, Hemker KJ. Stress-driven surface topography evolution in nanocrystalline al thin films Advanced Materials. 20: 303-308. DOI: 10.1002/adma.200701607  0.4
2008 Gianola D. Inferences from Mixed Models in Quantitative Genetics Handbook of Statistical Genetics: Third Edition. 1: 678-717. DOI: 10.1002/9780470061619.ch20  1
2008 Eberl C, Gianola DS, He M, Evans AG, Hemker KJ. In situ micro-scale experiments for measuring the interfacial toughness of yttria stabilized zirconia thermal barrier coatings Advances in Heterogeneous Material Mechanics 2008 - Proceedings of the 2nd International Conference On Heterogeneous Material Mechanics, Ichmm 2008. 1333.  0.4
2007 Urioste JI, Chang YM, Naya H, Gianola D. Genetic variability in calving success in Aberdeen Angus cows under extensive recording. Animal : An International Journal of Animal Bioscience. 1: 1081-8. PMID 22444852 DOI: 10.1017/S1751731107000390  0.72
2007 Long N, Gianola D, Rosa GJ, Weigel KA, Avendaño S. Machine learning classification procedure for selecting SNPs in genomic selection: application to early mortality in broilers. Journal of Animal Breeding and Genetics = Zeitschrift FüR TierzüChtung Und ZüChtungsbiologie. 124: 377-89. PMID 18076475 DOI: 10.1111/j.1439-0388.2007.00694.x  1
2007 Rodrigues-Motta M, Gianola D, Heringstad B, Rosa GJM, Chang YM. A zero-inflated Poisson model for genetic analysis of the number of mastitis cases in Norwegian Red cows Journal of Dairy Science. 90: 5306-5315. PMID 17954771 DOI: 10.3168/jds.2006-898  1
2007 de Los Campos G, Gianola D. Factor analysis models for structuring covariance matrices of additive genetic effects: a Bayesian implementation. Genetics, Selection, Evolution : Gse. 39: 481-94. PMID 17897592 DOI: 10.1051/gse:20070016  1
2007 Wu XL, Heringstad B, Chang YM, De Los Campos G, Gianola D. Inferring relationships between somatic cell score and milk yield using simultaneous and recursive models Journal of Dairy Science. 90: 3508-3521. PMID 17582135 DOI: 10.3168/jds.2006-762  1
2007 Heringstad B, Chang YM, Svendsen M, Gianola D. Genetic analysis of calving difficulty and stillbirth in norwegian red cows Journal of Dairy Science. 90: 3500-3507. PMID 17582134 DOI: 10.3168/jds.2006-792  1
2007 Chang YM, Gianola D, Heringstad B, Klemetsdal G. A periodic analysis of longitudinal binary responses: a case study of clinical mastitis in Norwegian Red cows. Genetics, Selection, Evolution : Gse. 39: 249-65. PMID 17433240 DOI: 10.1051/gse:2007002  1
2007 Gulisija D, Gianola D, Weigel KA. Nonparametric analysis of the impact of inbreeding on production in Jersey cows Journal of Dairy Science. 90: 493-500. PMID 17183118  1
2007 Boettcher PJ, Caraviello D, Gianola D. Genetic analysis of somatic cell scores in US Holsteins with a Bayesian mixture model Journal of Dairy Science. 90: 435-443. PMID 17183112  1
2007 Sharpe WN, Pulskamp J, Mendis BG, Eberl C, Gianola DS, Polcawich R, Hemker KJ. Tensile stress-strain curves of gold film Proceedings of the Materials Division, the Asme Non-Destructive Evaluation Division and the Asme Pressure Vessels and Piping Division, 2006. 533-540. DOI: 10.1115/IMECE2006-13290  0.4
2007 Gianola D, Sorensen D. Inferring fixed effects in a mixed linear model from an integrated likelihood Acta Agriculturae Scandinavica a: Animal Sciences. 57: 183-191. DOI: 10.1080/09064700801959379  1
2007 Urioste JI, Chang YM, Naya H, Gianola D. Genetic variability in calving success in Aberdeen Angus cows under extensive recording Animal. 1: 1081-1088. DOI: 10.1017/S1751731107000390  1
2007 Sharpe WN, Pulskamp J, Gianola DS, Eberl C, Polcawich RG, Thompson RJ. Strain measurements of silicon dioxide microspecimens by digital imaging processing Experimental Mechanics. 47: 649-658. DOI: 10.1007/s11340-006-9010-z  0.4
2006 Varona L, Mekkawy W, Gianola D, Blasco A. A whole-genome analysis using robust asymmetric distributions. Genetical Research. 88: 143-51. PMID 17371609 DOI: 10.1017/S0016672307008488  1
2006 Caraviello DZ, Weigel KA, Craven M, Gianola D, Cook NB, Nordlund KV, Fricke PM, Wiltbank MC. Analysis of reproductive performance of lactating cows on large dairy farms using machine learning algorithms Journal of Dairy Science. 89: 4703-4722. PMID 17106103 DOI: 10.3168/JDS.S0022-0302(06)72521-8  1
2006 De Los Campos G, Gianola D, Heringstad B. A structural equation model for describing relationships between somatic cell score and milk yield in first-lactation dairy cows Journal of Dairy Science. 89: 4445-4455. PMID 17033034  1
2006 González-Recio O, Alenda R, Chang YM, Weigel KA, Gianola D. Selection for female fertility using censored fertility traits and investigation of the relationship with milk production Journal of Dairy Science. 89: 4438-4444. PMID 17033033  1
2006 Heringstad B, Andersen-Ranberg IM, Chang YM, Gianola D. Short communication: Genetic analysis of nonreturn rate and mastitis in first-lactation Norwegian Red cows Journal of Dairy Science. 89: 4420-4423. PMID 17033030  1
2006 De Los Campos G, Gianola D, Boettcher P, Moroni P. A structural equation model for describing relationships between somatic cell score and milk yield in dairy goats Journal of Animal Science. 84: 2934-2941. PMID 17032786 DOI: 10.2527/jas.2006-016  1
2006 Gianola D, Simianer H. A Thurstonian model for quantitative genetic analysis of ranks: a Bayesian approach. Genetics. 174: 1613-24. PMID 16980397 DOI: 10.1534/genetics.106.060673  1
2006 Chang YM, Gianola D, Heringstad B, Klemetsdal G. A comparison between multivariate Slash, Student's t and probit threshold models for analysis of clinical mastitis in first lactation cows Journal of Animal Breeding and Genetics. 123: 290-300. PMID 16965401 DOI: 10.1111/j.1439-0388.2006.00605.x  1
2006 Heringstad B, Chang YM, Andersen-Ranberg IM, Gianola D. Genetic analysis of number of mastitis cases and number of services to conception using a censored threshold model Journal of Dairy Science. 89: 4042-4048. PMID 16960080  1
2006 Heringstad B, Gianola D, Chang YM, Ødegård J, Klemetsdal G. Genetic associations between clinical mastitis and somatic cell score in early first-lactation cows Journal of Dairy Science. 89: 2236-2244. PMID 16702291  1
2006 Gianola D, Fernando RL, Stella A. Genomic-assisted prediction of genetic value with semiparametric procedures. Genetics. 173: 1761-76. PMID 16648593 DOI: 10.1534/genetics.105.049510  1
2006 Gianola D, Heringstad B, Odegaard J. On the quantitative genetics of mixture characters. Genetics. 173: 2247-55. PMID 16624917 DOI: 10.1534/genetics.105.054197  1
2006 Chang YM, Andersen-Ranberg IM, Heringstad B, Gianola D, Klemetsdal G. Bivariate analysis of number of services to conception and days open in Norwegian Red using a censored threshold-linear model Journal of Dairy Science. 89: 772-778. PMID 16428644  1
2006 Naya H, Gianola D, Romero H, Urioste JI, Musto H. Inferring parameters shaping amino acid usage in prokaryotic genomes via Bayesian MCMC methods. Molecular Biology and Evolution. 23: 203-11. PMID 16162860 DOI: 10.1093/molbev/msj023  1
2006 González-Recio O, Chang YM, Gianola D, Weigel KA. Comparison of models using different censoring scenarios for days open in Spanish Holstein cows Animal Science. 82: 233-239. DOI: 10.1079/ASC200519  1
2006 Gianola DS, Warner DH, Molinari JF, Hemker KJ. Increased strain rate sensitivity due to stress-coupled grain growth in nanocrystalline Al Scripta Materialia. 55: 649-652. DOI: 10.1016/j.scriptamat.2006.06.002  0.4
2006 Gulisija D, Gianola D, Weigel KA, Toro MA. Between-founder heterogeneity in inbreeding depression for production in Jersey cows Livestock Science. 104: 244-253. DOI: 10.1016/j.livsci.2006.04.007  1
2006 Gianola DS, Van Petegem S, Legros M, Brandstetter S, Van Swygenhoven H, Hemker KJ. Stress-assisted discontinuous grain growth and its effect on the deformation behavior of nanocrystalline aluminum thin films Acta Materialia. 54: 2253-2263. DOI: 10.1016/j.actamat.2006.01.023  0.4
2005 González-Recio O, Chang YM, Gianola D, Weigel KA. Number of inseminations to conception in holstein cows using censored records and time-dependent covariates Journal of Dairy Science. 88: 3655-3662. PMID 16162540  1
2005 Gianola D. Prediction of random effects in finite mixture models with Gaussian components Journal of Animal Breeding and Genetics. 122: 145-160. PMID 16130465 DOI: 10.1111/j.1439-0388.2005.00529.x  1
2005 Heringstad B, Chang YM, Gianola D, Klemetsdal G. Genetic analysis of clinical mastitis, milk fever, ketosis, and retained placenta in three lactations of Norwegian red cows Journal of Dairy Science. 88: 3273-3281. PMID 16107417  1
2005 Ødegård J, Madsen P, Gianola D, Klemetsdal G, Jensen J, Heringstad B, Korsgaard IR. A Bayesian threshold-normal mixture model for analysis of a continuous mastitis-related trait Journal of Dairy Science. 88: 2652-2659. PMID 15956327  1
2005 Boettcher PJ, Moroni P, Pisoni G, Gianola D. Application of a finite mixture model to somatic cell scores of Italian goats Journal of Dairy Science. 88: 2209-2216. PMID 15905450  1
2005 Andersen-Ranberg IM, Heringstad B, Gianola D, Chang YM, Klemetsdal G. Comparison between bivariate models for 56-day nonreturn and interval from calving to first insemination in Norwegian Red Journal of Dairy Science. 88: 2190-2198. PMID 15905448  1
2005 Heringstad B, Chang YM, Gianola D, Klemetsdal G. Genetic association between susceptibility to clinical mastitis and protein yield in Norwegian dairy cattle Journal of Dairy Science. 88: 1509-1514. PMID 15778320  1
2004 Caraviello DZ, Weigel KA, Gianola D. Prediction of longevity breeding values for US Holstein sires using survival analysis methodology Journal of Dairy Science. 87: 3518-3525. PMID 15377631  1
2004 Heringstad B, Chang YM, Gianola D, Klemetsdal G. Multivariate threshold model analysis of clinical mastitis in multiparous norwegian dairy cattle. Journal of Dairy Science. 87: 3038-46. PMID 15375066 DOI: 10.3168/jds.S0022-0302(04)73436-0  0.72
2004 Gianola D, Sorensen D. Quantitative genetic models for describing simultaneous and recursive relationships between phenotypes. Genetics. 167: 1407-24. PMID 15280252 DOI: 10.1534/genetics.103.025734  1
2004 Gianola D, Ødegård J, Heringstad B, Klemetsdal G, Sorensen D, Madsen P, Jensen J, Detilleux J. Mixture model for inferring susceptibility to mastitis in dairy cattle: a procedure for likelihood-based inference. Genetics, Selection, Evolution : Gse. 36: 3-27. PMID 14713407 DOI: 10.1051/gse:2003048  0.72
2004 Chang YM, Gianola D, Heringstad B, Klemetsdal G. Effects of trait definition on genetic parameter estimates and sire evaluation for clinical mastitis with threshold models Animal Science. 79: 355-363.  1
2003 Heringstad B, Chang YM, Gianola D, Klemetsdal G. Genetic analysis of longitudinal trajectory of clinical mastitis in first-lactation Norwegian cattle. Journal of Dairy Science. 86: 2676-83. PMID 12939092 DOI: 10.3168/jds.S0022-0302(03)73863-6  0.72
2003 Gianola D, Perez-Enciso M, Toro MA. On marker-assisted prediction of genetic value: beyond the ridge. Genetics. 163: 347-65. PMID 12586721  0.52
2002 Rosa GJ, Yandell BS, Gianola D. A Bayesian approach for constructing genetic maps when markers are miscoded. Genetics, Selection, Evolution : Gse. 34: 353-69. PMID 12081802 DOI: 10.1051/gse:2002012  1
2001 Sorensen D, Fernando R, Gianola D. Inferring the trajectory of genetic variance in the course of artificial selection Genetical Research. 77: 83-94. PMID 11279833 DOI: 10.1017/S0016672300004845  1
2000 Rodriguez-Zas SL, Gianola D, Shook GE. Evaluation of models for somatic cell score lactation patterns in Holsteins Livestock Production Science. 67: 19-30. DOI: 10.1016/S0301-6226(00)00193-7  1
2000 Rodriguez-Zas SL, Gianola D, Shook GE. An approximate Bayesian analysis of somatic cell score curves in Holsteins Acta Agriculturae Scandinavica - Section a: Animal Science. 50: 291-299.  1
1999 Tempelman RJ, Gianola D. Genetic analysis of fertility in dairy cattle using negative binomial mixed models Journal of Dairy Science. 82: 1834-1847. PMID 10480111  1
1998 Rodriguez-Zas SL, Gianola D, Shook GE. Bayesian analysis via Gibbs sampling of susceptibility to intramammary infection in Holstein cattle. Journal of Dairy Science. 81: 2710-22. PMID 9812276 DOI: 10.3168/jds.S0022-0302(98)75828-X  1
1997 Rodriguez-Zas SL, Gianola D, Shook GE. Factors affecting susceptibility to intramammary infection and mastitis: an approximate Bayesian analysis. Journal of Dairy Science. 80: 75-85. PMID 9120098 DOI: 10.3168/jds.S0022-0302(97)75914-9  1
1997 Matos CA, Thomas DL, Gianola D, Perez-Enciso M, Young LD. Genetic analysis of discrete reproductive traits in sheep using linear and nonlinear models: II. Goodness of fit and predictive ability. Journal of Animal Science. 75: 88-94. PMID 9027552 DOI: 10.2527/1997.75188X  0.52
1997 Matos CAP, Thomas DL, Gianola D, Tempelman RJ, Young LD. Genetic Analysis of Discrete Reproductive Traits in Sheep Using Linear and Nonlinear Models: I. Estimation of Genetic Parameters Journal of Animal Science. 75: 76-87. PMID 9027551  1
1996 Tempelman RJ, Gianola D. A mixed effects model for overdispersed count data in animal breeding Biometrics. 52: 265-279. DOI: 10.2307/2533161  1
1994 Wang CS, Gianola D, Sorensen DA, Jensen J, Christensen A, Rutledge JJ. Response to selection for litter size in Danish Landrace pigs: a Bayesian analysis. Tag. Theoretical and Applied Genetics. Theoretische Und Angewandte Genetik. 88: 220-30. PMID 24185930 DOI: 10.1007/BF00225901  0.4
1993 Matos CA, Ritter C, Gianola D, Thomas DL. Bayesian analysis of lamb survival using Monte Carlo numerical integration with importance sampling. Journal of Animal Science. 71: 2047-54. PMID 8376228 DOI: 10.2527/1993.7182047X  1
1993 Soto-Murillo HW, Faulkner DB, Gianola D, Cmarik GF. Sire × pasture program interaction effects on preweaning performance of crossbred beef calves Livestock Production Science. 33: 67-75. DOI: 10.1016/0301-6226(93)90239-E  1
1993 Cantet RJC, Gianola D, Misztal I, Fernando RL. Estimates of dispersion parameters and of genetic and environmental trends for weaning weight in Angus cattle using a maternal animal model with genetic grouping Livestock Production Science. 34: 203-212. DOI: 10.1016/0301-6226(93)90107-S  1
1993 Perez-Enciso M, Tempelman RJ, Gianola D. A comparison between linear and poisson mixed models for litter size in iberian pigs Livestock Production Science. 35: 303-316. DOI: 10.1016/0301-6226(93)90100-V  1
1992 Gianola D, Foulley JL, Fernando RL, Henderson CR, Weigel KA. Estimation of heterogeneous variances using empirical Bayes methods: theoretical considerations Journal of Dairy Science. 75: 2805-2823. PMID 1430485  1
1989 Gianola D, Fernando RL, Im S, Foulley JL, Sotan I. Likelihood estimation of quantitative genetic parameters when selection occurs: Models and problems Genome. 31: 768-777. PMID 2632350  1
1988 Fernando RL, Gianola D. Estimation of heritability by offspring-parent regression when observations do not have a common mean Theoretical and Applied Genetics. 75: 803-806. DOI: 10.1007/BF00265608  1
1988 Im S, Gianola D. Offspring-parent regression for a binary trait Theoretical and Applied Genetics. 75: 720-722. DOI: 10.1007/BF00265593  1
1987 Foulley J, Im S, Gianola D, Höschele I. Empirical Bayes estimation of parameters for n polygenic binary traits. GéNÉTique, SÉLection, ÉVolution. 19: 197-224. PMID 22879281 DOI: 10.1186/1297-9686-19-2-197  0.32
1987 Carriquiry AL, Gianola D, Fernando RL. Mided-model analysis of a censored normal distribution with reference to animal breeding Biometrics. 43: 929-939. PMID 3509964  1
1987 Foulley JL, Gianola D, Im S. Genetic evaluation of traits distributed as Poisson-binomial with reference to reproductive characters Theoretical and Applied Genetics. 73: 870-877. DOI: 10.1007/BF00289392  1
1986 Fernando RL, Gianola D. Effect of assortative mating on genetic change due to selection Theoretical and Applied Genetics. 72: 395-404. DOI: 10.1007/BF00288579  1
1986 Fernando RL, Gianola D. Optimal properties of the conditional mean as a selection criterion Theoretical and Applied Genetics. 72: 822-825. DOI: 10.1007/BF00266552  1
1984 Fernando RL, Knights SA, Gianola D. On a method of estimating the genetic correlation between characters measured in different experimental units Theoretical and Applied Genetics. 67: 175-178. DOI: 10.1007/BF00317027  1
1984 Fernando RL, Gianola D. Rules for assortative mating in relation to selection for linear merit functions Theoretical and Applied Genetics. 68: 227-237. DOI: 10.1007/BF00266894  1
1979 Gianola D, Chapman AB, Rutledge JJ. Responses to selection for body weight in descendants of X-irradiated rats. Genetics. 91: 627-45. PMID 456888  0.8
1977 Gianola D, Chapman AB, Rutledge JJ. Estimates of genetic parameters of body weight in descendants of X-irradiated rat spermatogonia. Genetics. 86: 861-83. PMID 924136  0.8
1977 Gianola D, Chapman AB, Rutledge JJ. Effects of ancestral X irradiation followed by random mating on body weight of rats. Genetics. 86: 849-60. PMID 924135  0.8
1976 Gianola D, Chapman AB. Follicular population and body weight in relation to genetic differences in ovarian response to gonadotropin in rats. Journal of Animal Science. 42: 36-42. PMID 1248969  0.8
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