Auxiliary field diffusion Monte Carlo calculations of light and medium-mass nuclei with local chiral interactions D Lonardoni, S Gandolfi, JE Lynn, C Petrie, J Carlson, KE Schmidt, ... Physical Review C 97 (4), 044318, 2018 | 91 | 2018 |
Bayesian, frequentist, and information geometric approaches to parametric uncertainty quantification of classical empirical interatomic potentials Y Kurniawan, CL Petrie, KJ Williams, MK Transtrum, EB Tadmor, ... The Journal of Chemical Physics 156 (21), 2022 | 12 | 2022 |
Trends of HIV-1 incidence with credible intervals in Sweden 2002–09 reconstructed using a dynamic model of within-patient IgG growth EO Romero-Severson, C Lee Petrie, E Ionides, J Albert, T Leitner International journal of epidemiology 44 (3), 998-1006, 2015 | 11 | 2015 |
The supremum principle selects simple, transferable models C Petrie, C Anderson, C Maekawa, T Maekawa, MK Transtrum arXiv preprint arXiv:2109.10449, 2021 | 2 | 2021 |
Indicator configuration: An information-matching method of data reduction for training interatomic potential Y Kurniawan, M Transtrum, C Petrie, D Bailey APS March Meeting Abstracts 2023, D60. 010, 2023 | | 2023 |
Extending OpenKIM with an Uncertainty Quantification Toolkit for Molecular Modeling Y Kurniawan, CL Petrie, MK Transtrum, EB Tadmor, RS Elliott, DS Karls, ... 2022 IEEE 18th International Conference on e-Science (e-Science), 367-377, 2022 | | 2022 |
Selecting simple, transferable models with the supremum principle C Petrie, C Anderson, C Maekawa, T Maekawa, MK Transtrum Physical Review Research 4 (3), L032044, 2022 | | 2022 |
Using analogical reasoning to build transferable models C Petrie, C Anderson, C Maekawa, T Maekawa, M Transtrum APS March Meeting Abstracts 2022, M09. 011, 2022 | | 2022 |
Improved Uncertainty Quantification of Interatomic Models using Sloppy Model Analysis D Bailey, M Transtrum, Y Kurniawan, C Petrie Bulletin of the American Physical Society 66, 2021 | | 2021 |
Challenges for prior selection in sloppy, multiparameter models Y Kurniawan, C Petrie, M Transtrum, K Williams Bulletin of the American Physical Society 66, 2021 | | 2021 |
Supremum modeling to extend model transferability in systems biology C Petrie, C Anderson, M Transtrum APS March Meeting Abstracts 2021, C04. 008, 2021 | | 2021 |
Why is uncertainty quantification of sloppy models challenging? Y Kurniawan, M Transtrum, C Petrie, K Williams APS March Meeting Abstracts 2021, S22. 004, 2021 | | 2021 |
An Information Geometry Approach to Uncertainty Quantification of Sloppy Interatomic Models C Petrie, Y Kurniawan, K Williams, M Transtrum Bulletin of the American Physical Society 65, 2020 | | 2020 |
Can model reduction replace expert intuition for modeling complex biological systems? C Petrie, D Bjork, M Transtrum Bulletin of the American Physical Society 65, 2020 | | 2020 |
Uncertainty quantification of classical interatomic potentials in OpenKIM database Y Kurniawan, C Petrie, K Williams, M Transtrum Bulletin of the American Physical Society 65, 2020 | | 2020 |
Frequentist Approach to Uncertainty Quantification of Interatomic Models in OpenKIM Database Y Kurniawan, M Transtrum, C Petrie, K Williams Bulletin of the American Physical Society 64, 2019 | | 2019 |
Discovering Emergent Behaviors in Cellular Networks Using Supremum Models C Petrie, M Transtrum, T Maekawa, C Maekawa Bulletin of the American Physical Society 64, 2019 | | 2019 |
Improved Trial Wave Functions for Quantum Monte Carlo Calculations of Nuclear Systems and Their Applications CL Petrie Arizona State University, 2019 | | 2019 |
Improved trial wave functions with 4-body correlations for Nuclear Quantum Monte Carlo C Petrie, K Schmidt APS April Meeting Abstracts 2019, R14. 001, 2019 | | 2019 |
Alpha particle formation in neutron star crusts with an improved trial wave function for nuclear Quantum Monte Carlo C Petrie, K Schmidt Bulletin of the American Physical Society 63, 2018 | | 2018 |