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Ryan Pederson
Ryan Pederson
Terray Therapeutics
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Title
Cited by
Cited by
Year
Kohn-Sham equations as regularizer: Building prior knowledge into machine-learned physics
L Li, S Hoyer, R Pederson, R Sun, ED Cubuk, P Riley, K Burke
Physical review letters 126 (3), 036401, 2021
1432021
Machine learning and density functional theory
R Pederson, B Kalita, K Burke
Nature Reviews Physics 4 (6), 357-358, 2022
562022
Multireference Ab Initio Studies of Magnetic Properties of Terbium-Based Single-Molecule Magnets
R Pederson, AL Wysocki, N Mayhall, K Park
The Journal of Physical Chemistry A 123 (32), 6996-7006, 2019
232019
Large scale quantum chemistry with tensor processing units
R Pederson, J Kozlowski, R Song, J Beall, M Ganahl, M Hauru, ...
Journal of Chemical Theory and Computation 19 (1), 25-32, 2022
152022
Seven useful questions in density functional theory
S Crisostomo, R Pederson, J Kozlowski, B Kalita, AC Cancio, K Datchev, ...
Letters in Mathematical Physics 113 (2), 42, 2023
112023
Bypassing the energy functional in density functional theory: direct calculation of electronic energies from conditional probability densities
RJ McCarty, D Perchak, R Pederson, R Evans, Y Qiu, SR White, K Burke
Physical Review Letters 125 (26), 266401, 2020
112020
How well does Kohn–Sham regularizer work for weakly correlated systems?
B Kalita, R Pederson, J Chen, L Li, K Burke
The Journal of Physical Chemistry Letters 13 (11), 2540-2547, 2022
82022
Conditional probability density functional theory
R Pederson, J Chen, SR White, K Burke
Phys. Rev. B 105 (24), 245138, 2022
52022
Tensor processing units as quantum chemistry supercomputers
R Pederson, J Kozlowski, R Song, J Beall, M Ganahl, M Hauru, AG Lewis, ...
Preprint at https://arxiv. org/abs/2202.01255, 2022
52022
The difference between molecules and materials: Reassessing the role of exact conditions in density functional theory
R Pederson, K Burke
The Journal of Chemical Physics 159 (21), 2023
42023
COATI: Multimodal Contrastive Pretraining for Representing and Traversing Chemical Space
B Kaufman, EC Williams, C Underkoffler, R Pederson, N Mardirossian, ...
Journal of Chemical Information and Modeling 64 (4), 1145-1157, 2024
32024
Attractor stability in finite asynchronous biological system models
HS Mortveit, RD Pederson
Bulletin of Mathematical Biology 81, 1442-1460, 2019
32019
Lipschitz continuity under toric equivalence for asynchronous Boolean networks
RXF Chen, JA McNitt, HS Mortveit, RD Pederson, CM Reidys
Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (2), 2023
12023
Reassessing the role of exact conditions in density functional theory
R Pederson, K Burke
APS March Meeting Abstracts 2023, B17. 010, 2023
12023
Accelerating Strongly Correlated Electronic Structure Calculations Using Real-Space Renormalization Group Techniques and Density Functional Theory
J McCord, R Pederson, K Burke, S White
Bulletin of the American Physical Society, 2024
2024
Developing Density Functional Theory with Physical Prior Knowledge
R Pederson
University of California, Irvine, 2023
2023
Kohn-Sham regularizer in the bond-dissociation limit
B Kalita, R Pederson, L Li, K Burke
APS March Meeting Abstracts 2022, G01. 007, 2022
2022
Generalizable machine-learned density functionals using a spin-adapted Kohn-Sham regularizer
R Pederson, B Kalita, L Li, K Burke
APS March Meeting Abstracts 2022, G01. 006, 2022
2022
Generalizability of density functionals learned from differentiable programming on weakly correlated spin-polarized systems.
B Kalita, R Pederson, L Li, K Burke
CoRR, 2021
2021
Conditional probability density functional theory
RJ McCarty, D Perchak, R Pederson, R Evans, Y Qiu, S White, K Burke
APS March Meeting Abstracts 2021, X21. 005, 2021
2021
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