Lukas Herron
- Inferring phase transitions and critical exponents from limited observations with Thermodynamic Maps
2023/08/28 by Lukas Herron, Kinjal Mondal, Herron, Lukas +5 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Biological Physics (physics.bio-ph) #Chemical Physics (physics.chem-ph) #Computational Physics (physics.comp-ph) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #Evolutionary Algorithms and Applications #FOS: Physical sciences #Machine Learning in Materials Science #Protein Structure and Dynamics #Statistical Mechanics (cond-mat.stat-mech)
- Enhanced Sampling with Machine Learning
2024/02/21 by Shams Mehdi, Zachary Smith, Zachary A. Smith +3 · 6 citations
Materials Science · Engineering · Biochemistry, Genetics and Molecular Biology · #Machine Learning in Materials Science #Microfluidic and Capillary Electrophoresis Applications #Protein Structure and Dynamics
- Generative artificial intelligence for computational chemistry: a roadmap to predicting emergent phenomena
2024/09/04 by Pratyush Tiwary, Lukas Herron, Tiwary, Pratyush +9 · 5 voices · 1 citation
#cond-mat.stat-mech #cond-mat.dis-nn #cs.LG #physics.chem-ph
- Robust retrieval of dynamic sequences through interaction modulation
2022/11/30 by Lukas Herron, Herron, Lukas, Pablo Sartori +3 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Bioinformatics and Genomic Networks #Biological Physics (physics.bio-ph) #FOS: Biological sciences #FOS: Physical sciences #Gene Regulatory Network Analysis #Neural Networks and Applications #Neurons and Cognition (q-bio.NC) #Statistical Mechanics (cond-mat.stat-mech)
- A survey of probabilistic generative frameworks for molecular simulations
2024/11/14 by Richard S. John, Lukas Herron, John, Richard +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · #DNA and Biological Computing #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Protein Structure and Dynamics #Soft Condensed Matter (cond-mat.soft) #Statistical Mechanics (cond-mat.stat-mech)