Year |
Citation |
Score |
2024 |
Anderson CNK, Transtrum MK. Sloppy model analysis identifies bifurcation parameters without normal form analysis. Physical Review. E. 108: 064215. PMID 38243539 DOI: 10.1103/PhysRevE.108.064215 |
0.369 |
|
2022 |
Quinn KN, Abbott MC, Transtrum MK, Machta BB, Sethna JP. Information geometry for multiparameter models: new perspectives on the origin of simplicity. Reports On Progress in Physics. Physical Society (Great Britain). 86. PMID 36576176 DOI: 10.1088/1361-6633/aca6f8 |
0.789 |
|
2022 |
Kurniawan Y, Petrie CL, Williams KJ, Transtrum MK, Tadmor EB, Elliott RS, Karls DS, Wen M. Bayesian, frequentist, and information geometric approaches to parametric uncertainty quantification of classical empirical interatomic potentials. The Journal of Chemical Physics. 156: 214103. PMID 35676145 DOI: 10.1063/5.0084988 |
0.408 |
|
2020 |
Stanković AM, Sarić AA, Sarić AT, Transtrum MK. Interleaving physics- and data-driven models for power system transient dynamics Electric Power Systems Research. 189: 106824. DOI: 10.1016/J.Epsr.2020.106824 |
0.436 |
|
2019 |
Francis BL, Transtrum MK. Unwinding the model manifold: Choosing similarity measures to remove local minima in sloppy dynamical systems. Physical Review. E. 100: 012206. PMID 31499860 DOI: 10.1103/Physreve.100.012206 |
0.543 |
|
2019 |
Lympany SV, James MM, Salton AR, Calton MF, Gee KL, Transtrum MK, Pedersen K. A geospatial model of the global ambient soundscape The Journal of the Acoustical Society of America. 146: 2983-2983. DOI: 10.1121/1.5137325 |
0.384 |
|
2019 |
Butler BA, Wadsworth S, Stark D, Pedersen K, Forkey B, Cook MR, Todd E, Gee KL, Transtrum MK. Feature reduction of crowd noise used for machine learning classification The Journal of the Acoustical Society of America. 146: 2906-2906. DOI: 10.1121/1.5137086 |
0.306 |
|
2019 |
Pedersen K, Transtrum MK, Gee KL, Lympany SV, James MM, Salton AR, Calton MF. Feature reduction through manifold learning for a geospatial model of ambient soundscapes The Journal of the Acoustical Society of America. 146: 2906-2906. DOI: 10.1121/1.5137083 |
0.331 |
|
2019 |
Allen MB, Van Komen DF, Neilsen TB, Transtrum MK, Knobles DP. Investigating parameter importance for different ocean environments using Fisher Information The Journal of the Acoustical Society of America. 145: 1936-1936. DOI: 10.1121/1.5102054 |
0.38 |
|
2019 |
Pare PE, Grimsman D, Wilson AT, Transtrum MK, Warnick S. Model Boundary Approximation Method as a Unifying Framework for Balanced Truncation and Singular Perturbation Approximation Ieee Transactions On Automatic Control. 64: 4796-4802. DOI: 10.1109/Tac.2019.2908523 |
0.416 |
|
2018 |
Mattingly HH, Transtrum MK, Abbott MC, Machta BB. Maximizing the information learned from finite data selects a simple model. Proceedings of the National Academy of Sciences of the United States of America. PMID 29434042 DOI: 10.1073/Pnas.1715306115 |
0.756 |
|
2018 |
Pedersen K, Gee KL, Transtrum MK, Butler BA, James MM, Salton AR. Machine learning-based prediction of outdoor ambient sound levels: Ensemble averaging and feature reduction The Journal of the Acoustical Society of America. 144: 1791-1791. DOI: 10.1121/1.5067908 |
0.404 |
|
2018 |
James MM, Salton AR, Transtrum MK, Gee KL, Pedersen K, Butler BA. Optimized geospatial tool for ambient soundscapes The Journal of the Acoustical Society of America. 144: 1791-1791. DOI: 10.1121/1.5067907 |
0.349 |
|
2018 |
Neilsen TB, Transtrum MK, Van Komen DF, Knobles DP. Optimal experimental design for machine learning using the Fisher information matrix The Journal of the Acoustical Society of America. 144: 1730-1730. DOI: 10.1121/1.5067675 |
0.417 |
|
2018 |
Sarić AT, Transtrum MK, Stanković AM. Information geometry for model identification and parameter estimation in renewable energy – DFIG plant case Iet Generation, Transmission & Distribution. 12: 1294-1302. DOI: 10.1049/Iet-Gtd.2017.0606 |
0.322 |
|
2017 |
Transtrum MK, Saric AT, Stankovic AM. Measurement-Directed Reduction of Dynamic Models in Power Systems Ieee Transactions On Power Systems. 32: 2243-2253. DOI: 10.1109/Tpwrs.2016.2611511 |
0.545 |
|
2016 |
White A, Tolman M, Thames HD, Withers HR, Mason KA, Transtrum MK. The Limitations of Model-Based Experimental Design and Parameter Estimation in Sloppy Systems. Plos Computational Biology. 12: e1005227. PMID 27923060 DOI: 10.1371/Journal.Pcbi.1005227 |
0.51 |
|
2016 |
Transtrum MK, Qiu P. Bridging Mechanistic and Phenomenological Models of Complex Biological Systems. Plos Computational Biology. 12: e1004915. PMID 27187545 DOI: 10.1371/Journal.Pcbi.1004915 |
0.523 |
|
2016 |
Liarte DB, Transtrum MK, Sethna JP. Ginzburg-Landau theory of the superheating field anisotropy of layered superconductors Physical Review B. 94. DOI: 10.1103/Physrevb.94.144504 |
0.354 |
|
2015 |
Transtrum MK, Machta BB, Brown KS, Daniels BC, Myers CR, Sethna JP. Perspective: Sloppiness and emergent theories in physics, biology, and beyond. The Journal of Chemical Physics. 143: 010901. PMID 26156455 DOI: 10.1063/1.4923066 |
0.782 |
|
2015 |
Transtrum MK, Hansen LD, Quinn C. Enzyme kinetics determined by single-injection isothermal titration calorimetry. Methods (San Diego, Calif.). 76: 194-200. PMID 25497059 DOI: 10.1016/J.Ymeth.2014.12.003 |
0.357 |
|
2015 |
Posen S, Transtrum MK, Catelani G, Liepe MU, Sethna JP. Shielding superconductors with thin films as applied to rf cavities for particle accelerators Physical Review Applied. 4. DOI: 10.1103/Physrevapplied.4.044019 |
0.494 |
|
2014 |
Transtrum MK, Qiu P. Model reduction by manifold boundaries. Physical Review Letters. 113: 098701. PMID 25216014 DOI: 10.1103/Physrevlett.113.098701 |
0.491 |
|
2014 |
Thames H, Sheu T, Molkentine J, Transtrum M, Buchholz T, Withers H, Mason K. PO-0851: LQ model with large fraction sizes leads to underestimation of isoeffect doses Radiotherapy and Oncology. 111: S81. DOI: 10.1016/S0167-8140(15)30969-5 |
0.308 |
|
2013 |
Machta BB, Chachra R, Transtrum MK, Sethna JP. Parameter space compression underlies emergent theories and predictive models. Science (New York, N.Y.). 342: 604-7. PMID 24179222 DOI: 10.1126/Science.1238723 |
0.72 |
|
2013 |
Sheu T, Molkentine J, Transtrum MK, Buchholz TA, Withers HR, Thames HD, Mason KA. Use of the LQ model with large fraction sizes results in underestimation of isoeffect doses. Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. 109: 21-5. PMID 24060173 DOI: 10.1016/J.Radonc.2013.08.027 |
0.317 |
|
2013 |
Mason K, Sheu T, Molkentine J, Transtrum M, Buchholz T, Withers H, Thames H. Possible Failure of the LQ Model With Large Fraction Sizes International Journal of Radiation Oncology*Biology*Physics. 87: S636. DOI: 10.1016/J.Ijrobp.2013.06.1682 |
0.311 |
|
2012 |
Chachra R, Transtrum MK, Sethna JP. Structural susceptibility and separation of time scales in the van der Pol oscillator. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 86: 026712. PMID 23005887 DOI: 10.1103/Physreve.86.026712 |
0.726 |
|
2012 |
Transtrum MK, Qiu P. Optimal experiment selection for parameter estimation in biological differential equation models. Bmc Bioinformatics. 13: 181. PMID 22838836 DOI: 10.1186/1471-2105-13-181 |
0.423 |
|
2011 |
Transtrum MK, Machta BB, Sethna JP. Geometry of nonlinear least squares with applications to sloppy models and optimization. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 83: 036701. PMID 21517619 DOI: 10.1103/Physreve.83.036701 |
0.791 |
|
2011 |
Chachra R, Transtrum MK, Sethna JP. Comment on "Sloppy models, parameter uncertainty, and the role of experimental design". Molecular Biosystems. 7: 2522; author reply 2. PMID 21503370 DOI: 10.1039/C1Mb05046J |
0.724 |
|
2011 |
Transtrum MK, Catelani G, Sethna JP. Superheating field of superconductors within Ginzburg-Landau theory Physical Review B - Condensed Matter and Materials Physics. 83. DOI: 10.1103/Physrevb.83.094505 |
0.58 |
|
2010 |
Transtrum MK, Machta BB, Sethna JP. Why are nonlinear fits to data so challenging? Physical Review Letters. 104: 060201. PMID 20366807 DOI: 10.1103/Physrevlett.104.060201 |
0.778 |
|
2006 |
Transtrum MK, Van Huele JFS. A perturbative approach to Snyder space with applications Journal of Physics a: Mathematical and General. 39: 14985-14996. DOI: 10.1088/0305-4470/39/48/010 |
0.333 |
|
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