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Barros, Kipton
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1

Learning together: Towards foundation models for machine le..:

Allen, Alice E. A. ; Lubbers, Nicholas ; Matin, Sakib...
npj Computational Materials.  10 (2024)  1 - p. , 2024
Link: https://doi.org/10.1038/..
 
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2

Physically interpretable approximations of many-body spectr..:

Goswami, Shubhang ; Barros, Kipton ; Carbone, Matthew R.
Physical Review E.  109 (2024)  1 - p. , 2024
Link: https://doi.org/10.1103/..
 
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3

Machine Learning Potentials with the Iterative Boltzmann In..:

Matin, Sakib ; Allen, Alice E. A. ; Smith, Justin...
Journal of Chemical Theory and Computation.  , 2024
Link: https://doi.org/10.1021/..
 
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4

Active learning approach to simulations of strongly correla..:

Frank, Marius S. ; Artiukhin, Denis G. ; Lee, Tsung-Han...
Physical Review Research.  6 (2024)  1 - p. , 2024
Link: https://doi.org/10.1103/..
 
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5

Codebase release r0.3 for SmoQyDQMC.jl:

Cohen-Stead, Benjamin ; Costa, Sohan Malkaruge ; Neuhaus, James...
SciPost Physics Codebases.  , 2024
Link: https://doi.org/10.21468..
 
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6

Cubic double perovskites host noncoplanar spin textures:

Paddison, Joseph A. M. ; Zhang, Hao ; Yan, Jiaqiang...
npj Quantum Materials.  9 (2024)  1 - p. , 2024
Link: https://doi.org/10.1038/..
 
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7

Machine Learning Framework for Modeling Exciton Polaritons ..:

Li, Xinyang ; Lubbers, Nicholas ; Tretiak, Sergei..
Journal of Chemical Theory and Computation.  , 2024
Link: https://doi.org/10.1021/..
 
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8

SmoQyDQMC.jl: A flexible implementation of determinant quan..:

Cohen-Stead, Benjamin ; Costa, Sohan Malkaruge ; Neuhaus, James...
SciPost Physics Codebases.  , 2024
Link: https://doi.org/10.21468..
 
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9

Exploring the frontiers of condensed-phase chemistry with a..:

Zhang, Shuhao ; Makoś, Małgorzata Z. ; Jadrich, Ryan B....
Nature Chemistry.  16 (2024)  5 - p. 727-734 , 2024
Link: https://doi.org/10.1038/..
 
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10

Flexible class of exact Hubbard-Stratonovich transformation:

Karakuzu, Seher ; Cohen-Stead, Benjamin ; Batista, Cristian D...
Physical Review E.  107 (2023)  5 - p. , 2023
Link: https://doi.org/10.1103/..
 
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11

Synergy of semiempirical models and machine learning in com..:

Fedik, Nikita ; Nebgen, Benjamin ; Lubbers, Nicholas...
The Journal of Chemical Physics.  159 (2023)  11 - p. , 2023
Link: https://doi.org/10.1063/..
 
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12

A hybrid Monte Carlo study of bond-stretching electron–phon..:

Cohen-Stead, Benjamin ; Barros, Kipton ; Scalettar, Richard.
npj Computational Materials.  9 (2023)  1 - p. , 2023
Link: https://doi.org/10.1038/..
 
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13

Uncertainty-driven dynamics for active learning of interato..:

Kulichenko, Maksim ; Barros, Kipton ; Lubbers, Nicholas...
Nature Computational Science.  3 (2023)  3 - p. 230-239 , 2023
Link: https://doi.org/10.1038/..
 
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14

Lightweight and effective tensor sensitivity for atomistic ..:

Chigaev, Michael ; Smith, Justin S. ; Anaya, Steven...
The Journal of Chemical Physics.  158 (2023)  18 - p. , 2023
Link: https://doi.org/10.1063/..
 
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15

Understanding temperature-dependent SU(3) spin dynamics in ..:

Do, Seung-Hwan ; Zhang, Hao ; Dahlbom, David A....
npj Quantum Materials.  8 (2023)  1 - p. , 2023
Link: https://doi.org/10.1038/..
 
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