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Lukas Herron
Lukas Herron
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Zweryfikowany adres z umd.edu
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From data to noise to data for mixing physics across temperatures with generative artificial intelligence
Y Wang, L Herron, P Tiwary
Proceedings of the National Academy of Sciences 119 (32), e2203656119, 2022
202022
Enhanced Sampling with Machine Learning: A Review
S Mehdi, Z Smith, L Herron, Z Zou, P Tiwary
arXiv preprint arXiv:2306.09111, 2023
112023
Molecular recognition of methylated amino acids and peptides by Pillar [6] MaxQ
D King, CR Wilson, L Herron, CL Deng, S Mehdi, P Tiwary, F Hof, L Isaacs
Organic & biomolecular chemistry 20 (37), 7429-7438, 2022
52022
Enhanced Sampling with Machine Learning
S Mehdi, Z Smith, L Herron, Z Zou, P Tiwary
Annual Review of Physical Chemistry 75, 2024
32024
Robust retrieval of dynamic sequences through interaction modulation
L Herron, P Sartori, BK Xue
PRX Life 1 (2), 023012, 2023
32023
Thermal statistics of small magnets
L Herron, P Dixit
arXiv preprint arXiv:2010.09556, 2020
12020
Characterizing RNA conformational ensembles with thermodynamic maps
L Herron, P Tiwary
Biophysical Journal 123 (3), 84a, 2024
2024
Modulating interactions to control dynamics of neural networks
L Herron, P Sartori, BK Xue
Associative Memory {\&} Hopfield Networks in 2023, 2023
2023
Inferring phase transitions and critical exponents from limited observations with Thermodynamic Maps
L Herron, K Mondal, JS Schneekloth, P Tiwary
arXiv preprint arXiv:2308.14885, 2023
2023
Designing host-associated microbiomes using the consumer/resource model
G Plata, M Krishnamurthy, L Herron, P Dixit
bioRxiv, 2023.04. 28.538625, 2023
2023
SMbiot: A Shared Latent Model for Microbiomes and their Hosts
M Krishnamurthy, L Herron, D Susanti, A Volland-Munson, G Plata, P Dixit
bioRxiv, 2022.10. 28.514090, 2022
2022
Robust sequential retrieval of memories in interaction-modulated neural networks
L Herron, B Xue, P Sartori
APS March Meeting Abstracts 2022, K02. 003, 2022
2022
Thermal behavior of small magnets
L Herron, P Dixit
Journal of Statistical Mechanics: Theory and Experiment 2021 (3), 033207, 2021
2021
Torsion Pendulum Laser Interferometer for Space Gravity Missions
A Davila Alvarez, S Apple, D Klein, L Herron, D Hillsberry, A Uminska, ...
Bulletin of the American Physical Society 65, 2020
2020
Charge Control for Space Inertial Sensors: Numerical Modeling and Experimental Demonstrations
S Parry, S Apple, AY Davila, T Olatunde, H Inchauspe, D Klein, L Herron, ...
Bulletin of the American Physical Society 65, 2020
2020
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