Lawrence J. Christiano - Related publications

Economics Northwestern University, Evanston, IL 
General Economics
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Lal R, Huang W, Li Z. An application of the ensemble Kalman filter in epidemiological modelling. Plos One. 16: e0256227. PMID 34411132 DOI: 10.1371/journal.pone.0256227   
2021 McCormick EM. Multi-Level Multi-Growth Models: New opportunities for addressing developmental theory using advanced longitudinal designs with planned missingness. Developmental Cognitive Neuroscience. 51: 101001. PMID 34391004 DOI: 10.1016/j.dcn.2021.101001   
2021 Shafiq A, Lone SA, Sindhu TN, El Khatib Y, Al-Mdallal QM, Muhammad T. A new modified Kies Fréchet distribution: Applications of mortality rate of Covid-19. Results in Physics. 28: 104638. PMID 34367892 DOI: 10.1016/j.rinp.2021.104638   
2021 Liu H, Yuan KH, Wen Z. Two-level moderated mediation models with single-level data and new measures of effect sizes. Behavior Research Methods. PMID 34327674 DOI: 10.3758/s13428-021-01578-6   
2021 Wilson ECF. Methodological Note: Reporting Deterministic versus Probabilistic Results of Markov, Partitioned Survival and Other Non-Linear Models. Applied Health Economics and Health Policy. PMID 34258732 DOI: 10.1007/s40258-021-00664-2   
2021 Raheja S, Kasturia S, Cheng X, Kumar M. Machine learning-based diffusion model for prediction of coronavirus-19 outbreak. Neural Computing & Applications. 1-20. PMID 34400853 DOI: 10.1007/s00521-021-06376-x   
2021 Zannou OM, Ouedraogo AS, Biguezoton AS, Abatih E, Coral-Almeida M, Farougou S, Yao KP, Lempereur L, Saegerman C. Models for Studying the Distribution of Ticks and Tick-Borne Diseases in Animals: A Systematic Review and a Meta-Analysis with a Focus on Africa. Pathogens (Basel, Switzerland). 10. PMID 34358043 DOI: 10.3390/pathogens10070893   
2021 Sharma P, Shamout FE, Abrol V, Clifton D. Data pre-processing using Neural Processes for Modelling Personalised Vital-Sign Time-Series Data. Ieee Journal of Biomedical and Health Informatics. PMID 34460406 DOI: 10.1109/JBHI.2021.3107518   
2021 Grimm KJ, Jacobucci R, Stegmann G, Serang S. Explorations of Individual Change Processes and Their Determinants: A Novel Approach and Remaining Challenges. Multivariate Behavioral Research. 1-18. PMID 34236928 DOI: 10.1080/00273171.2021.1941728   
2021 Piepho HP, Williams ER. Regression models for order-of-addition experiments. Biometrical Journal. Biometrische Zeitschrift. PMID 34327728 DOI: 10.1002/bimj.202100048   
2021 Maaß SC, de Jong J, van Maanen L, van Rijn H. Conceptually plausible Bayesian inference in interval timing. Royal Society Open Science. 8: 201844. PMID 34457319 DOI: 10.1098/rsos.201844   
2021 Oliveira LA, Silva CPD, Silva AQD, Mendes CTE, Nuvunga JJ, Muniz JA, Bueno Filho JSS, Balestre M. Shrinkage in the Bayesian analysis of the GGE model: A case study with simulation. Plos One. 16: e0256882. PMID 34460844 DOI: 10.1371/journal.pone.0256882   
2021 Alsiyabi A, Chowdhury NB, Long D, Saha R. Enhancing in silico strain design predictions through next generation metabolic modeling approaches. Biotechnology Advances. 107806. PMID 34298108 DOI: 10.1016/j.biotechadv.2021.107806   
2021 Alsiyabi A, Chowdhury NB, Long D, Saha R. Enhancing in silico strain design predictions through next generation metabolic modeling approaches. Biotechnology Advances. 107806. PMID 34298108 DOI: 10.1016/j.biotechadv.2021.107806   
2021 Jing M, Ng KY, Namee BM, Biglarbeigi P, Brisk R, Bond R, Finlay D, McLaughlin J. COVID-19 Modelling by Time-varying Transmission Rate Associated with Mobility Trend of Driving via Apple Maps. Journal of Biomedical Informatics. 103905. PMID 34481056 DOI: 10.1016/j.jbi.2021.103905   
2021 Smith PL, Ratcliff R. Modeling evidence accumulation decision processes using integral equations: Urgency-gating and collapsing boundaries. Psychological Review. PMID 34410765 DOI: 10.1037/rev0000301   
2021 Sadeghi Lahijani M, Gayatri R, Islam T, Srinivasan A, Namilae S. Architecture-Aware Modeling of Pedestrian Dynamics. Journal of the Indian Institute of Science. 1-16. PMID 34366584 DOI: 10.1007/s41745-021-00250-4   
2021 Padoan A, Forni F, Sepulchre R. Balanced truncation for model reduction of biological oscillators. Biological Cybernetics. 115: 383-395. PMID 34382116 DOI: 10.1007/s00422-021-00888-4   
2021 Baillie E, Howe PDL, Perfors A, Miller T, Kashima Y, Beger A. Explainable models for forecasting the emergence of political instability. Plos One. 16: e0254350. PMID 34324517 DOI: 10.1371/journal.pone.0254350   
2021 Roxburgh N, Evans A, Gc RK, Malleson N, Heppenstall A, Stringer L. An empirically informed agent-based model of a Nepalese smallholder village. Methodsx. 8: 101276. PMID 34434796 DOI: 10.1016/j.mex.2021.101276   
2021 Zhang Z, Chen Z. Modeling and Control of Robotic Manipulators Based on Symbolic Regression. Ieee Transactions On Neural Networks and Learning Systems. PMID 34478383 DOI: 10.1109/TNNLS.2021.3106648   
2021 Camargo M, Dumas M, González-Rojas O. Discovering generative models from event logs: data-driven simulation vs deep learning. Peerj. Computer Science. 7: e577. PMID 34322588 DOI: 10.7717/peerj-cs.577   
2021 Louzada F, Cuminato JA, Rodriguez OMH, Tomazella VLD, Ferreira PH, Ramos PL, Milani EA, Bochio G, Perissini IC, Gonzatto Junior OA, Mota AL, Alegría LFA, Colombo D, Perondi EA, Wentz AV, et al. Improved objective Bayesian estimator for a PLP model hierarchically represented subject to competing risks under minimal repair regime. Plos One. 16: e0255944. PMID 34383829 DOI: 10.1371/journal.pone.0255944   
2021 Spiers RC, Kalivas JH. Calibration Model Updating to Novel Sample and Measurement Conditions without Reference Values. Analytical Chemistry. 93: 9688-9696. PMID 34236832 DOI: 10.1021/acs.analchem.1c00578   
2021 Yu Y, He Z, Qu X. On the Impact of Prior Experiences in Car-Following Models: Model Development, Computational Efficiency, Comparative Analyses, and Extensive Applications. Ieee Transactions On Cybernetics. PMID 34520382 DOI: 10.1109/TCYB.2021.3095154   
2021 Ma S, Liu Q, Zhang Y. A prediction method of fire frequency: Based on the optimization of SARIMA model. Plos One. 16: e0255857. PMID 34370785 DOI: 10.1371/journal.pone.0255857   
2021 McQuaid CF, Clarkson MC, Bellerose M, Floyd K, White RG, Menzies NA. An approach for improving the quality of country-level TB modelling. The International Journal of Tuberculosis and Lung Disease : the Official Journal of the International Union Against Tuberculosis and Lung Disease. 25: 614-619. PMID 34330345 DOI: 10.5588/ijtld.21.0127   
2021 Sun BM, Zeng D, Wang Y. Modeling Temporal Biomarkers With Semiparametric Nonlinear Dynamical Systems. Biometrika. 108: 199-214. PMID 34326552 DOI: 10.1093/biomet/asaa042   
2021 Zhang S, Ponce J, Zhang Z, Lin G, Karniadakis G. An integrated framework for building trustworthy data-driven epidemiological models: Application to the COVID-19 outbreak in New York City. Plos Computational Biology. 17: e1009334. PMID 34495965 DOI: 10.1371/journal.pcbi.1009334   
2021 Khadim Q, Kiani-Oshtorjani M, Jaiswal S, Matikainen MK, Mikkola A. Estimating the Characteristic Curve of a Directional Control Valve in a Combined Multibody and Hydraulic System Using an Augmented Discrete Extended Kalman Filter. Sensors (Basel, Switzerland). 21. PMID 34372268 DOI: 10.3390/s21155029   
2021 Gawthrop PJ, Pan M, Crampin EJ. Modular dynamic biomolecular modelling with bond graphs: the unification of stoichiometry, thermodynamics, kinetics and data. Journal of the Royal Society, Interface. 18: 20210478. PMID 34428949 DOI: 10.1098/rsif.2021.0478   
2021 Mu J, Liu Q, Kuo L, Hu G. Bayesian variable selection for the Cox regression model with spatially varying coefficients with applications to Louisiana respiratory cancer data. Biometrical Journal. Biometrische Zeitschrift. PMID 34319616 DOI: 10.1002/bimj.202000047   
2021 Islam S, Alam AKMR. Performance evaluation of FAO Penman-Monteith and best alternative models for estimating reference evapotranspiration in Bangladesh. Heliyon. 7: e07487. PMID 34307938 DOI: 10.1016/j.heliyon.2021.e07487   
2021 Sahu A, Blätke MA, Szymański JJ, Töpfer N. Advances in flux balance analysis by integrating machine learning and mechanism-based models. Computational and Structural Biotechnology Journal. 19: 4626-4640. PMID 34471504 DOI: 10.1016/j.csbj.2021.08.004   
2021 Lin CP, Ling MH, Cabrera J, Yang F, Yu DYW, Tsui KL. Prognostics for lithium-ion batteries using a two-phase gamma degradation process model. Reliability Engineering & System Safety. 214. PMID 34305335 DOI: 10.1016/j.ress.2021.107797   
2021 Belle V, Papantonis I. Principles and Practice of Explainable Machine Learning. Frontiers in Big Data. 4: 688969. PMID 34278297 DOI: 10.3389/fdata.2021.688969   
2021 Yuan A, Yang C, Yu S, Tan MT. Robust estimates of regional treatment effects in multiregional randomized clinical trials with semiparametric logistic model. Pharmaceutical Statistics. PMID 34350678 DOI: 10.1002/pst.2157   
2021 Loewenthal G, Rapoport D, Avram O, Moshe A, Wygoda E, Itzkovitch A, Israeli O, Azouri D, Cartwright RA, Mayrose I, Pupko T. A probabilistic model for indel evolution: differentiating insertions from deletions. Molecular Biology and Evolution. PMID 34469521 DOI: 10.1093/molbev/msab266   
2021 Cáncer PF, Estrada E, Ollero MJF, Ferrer E. Dynamical Properties and Conceptual Interpretation of Latent Change Score Models. Frontiers in Psychology. 12: 696419. PMID 34393927 DOI: 10.3389/fpsyg.2021.696419   
2021 Budde K, Smith J, Wilsdorf P, Haack F, Uhrmacher AM. Relating simulation studies by provenance-Developing a family of Wnt signaling models. Plos Computational Biology. 17: e1009227. PMID 34351901 DOI: 10.1371/journal.pcbi.1009227   
2021 Saxena R, Jadeja M, Bhateja V. Propagation Analysis of COVID-19: An SIR Model-Based Investigation of the Pandemic. Arabian Journal For Science and Engineering. 1-13. PMID 34395158 DOI: 10.1007/s13369-021-05904-0   
2021 Schneider F, Poeplau C, Don A. Predicting ecosystem responses by data-driven reciprocal modelling. Global Change Biology. PMID 34351036 DOI: 10.1111/gcb.15817   
2021 Jiang YX, Xiong X, Zhang S, Wang JX, Li JC, Du L. Modeling and prediction of the transmission dynamics of COVID-19 based on the SINDy-LM method. Nonlinear Dynamics. 1-20. PMID 34312574 DOI: 10.1007/s11071-021-06707-6   
2021 Jiang YX, Xiong X, Zhang S, Wang JX, Li JC, Du L. Modeling and prediction of the transmission dynamics of COVID-19 based on the SINDy-LM method. Nonlinear Dynamics. 1-20. PMID 34312574 DOI: 10.1007/s11071-021-06707-6   
2021 Kaptanoglu AA, Morgan KD, Hansen CJ, Brunton SL. Physics-constrained, low-dimensional models for magnetohydrodynamics: First-principles and data-driven approaches. Physical Review. E. 104: 015206. PMID 34412353 DOI: 10.1103/PhysRevE.104.015206   
2021 Ushijima TT, Yeh WWG, Wong WK. Constructing robust and efficient experimental designs in groundwater modeling using a Galerkin method, proper orthogonal decomposition, and metaheuristic algorithms. Plos One. 16: e0254620. PMID 34351931 DOI: 10.1371/journal.pone.0254620   
2021 Keyel AC, Gorris ME, Rochlin I, Uelmen JA, Chaves LF, Hamer GL, Moise IK, Shocket M, Kilpatrick AM, DeFelice NB, Davis JK, Little E, Irwin P, Tyre AJ, Helm Smith K, et al. A proposed framework for the development and qualitative evaluation of West Nile virus models and their application to local public health decision-making. Plos Neglected Tropical Diseases. 15: e0009653. PMID 34499656 DOI: 10.1371/journal.pntd.0009653   
2021 Konecki C, Feliu C, Cazaubon Y, Giusti D, Tonye-Libyh M, Brixi H, Cadiot G, Biron A, Djerada Z. External Evaluation of Population Pharmacokinetic Models and Bayes-Based Dosing of Infliximab. Pharmaceutics. 13. PMID 34452152 DOI: 10.3390/pharmaceutics13081191   
2021 Paape D, Avetisyan S, Lago S, Vasishth S. Modeling Misretrieval and Feature Substitution in Agreement Attraction: A Computational Evaluation. Cognitive Science. 45: e13019. PMID 34379348 DOI: 10.1111/cogs.13019   
2021 Dale R, Oswald S, Jalihal A, LaPorte MF, Fletcher DM, Hubbard A, Shiu SH, Nelson ADL, Bucksch A. Overcoming the Challenges to Enhancing Experimental Plant Biology With Computational Modeling. Frontiers in Plant Science. 12: 687652. PMID 34354723 DOI: 10.3389/fpls.2021.687652