Concepedia

Lukas Herron

LH

5

Publications

190

Citations

5

H-Index

2022

Active since

Affiliations

University of Maryland, College Park(Current)

Lukas Herron is an author at University of Maryland, College Park specializing in machine learning, biophysics, and molecular biophysics.

Top concepts

BiophysicsEngineeringData ScienceSystems BiologyMachine LearningMolecular DesignMolecular DynamicsMolecular BiophysicsComputational ChemistryPhysics

Publications per year

2022–2024

5

Publications

5

Enhanced Sampling with Machine Learning

Mehdi Shams, Zachary A. Smith, Lukas Herron et al. · Annual Review of Physical Chemistry · 2024 · 98 citations · Full text

Engineering, Machine Learning, Enhanced Sampling +19

From data to noise to data for mixing physics across temperatures with generative artificial intelligence

Yihang Wang, Lukas Herron, Pratyush Tiwary · Proceedings of the National Academy of Sciences · 2022 · 47 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +28

Inferring phase transitions and critical exponents from limited observations with thermodynamic maps

Lukas Herron, Kinjal Mondal, John S. Schneekloth et al. · Proceedings of the National Academy of Sciences · 2024 · 20 citations · Full text

Robust Retrieval of Dynamic Sequences through Interaction Modulation

Lukas Herron, Pablo Sartori, BingKan Xue · PRX Life · 2023 · 15 citations · Full text

Molecular recognition of methylated amino acids and peptides by Pillar[6]MaxQ

David King, Chelsea R. Wilson, Lukas Herron et al. · Organic & Biomolecular Chemistry · 2022 · 10 citations · Full text

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