Adrià Pérez

1. Coarse graining molecular dynamics with graph neural networks
   2020/11/16 by Brooke E. Husic, Nicholas E. Charron, Dominik Lemm +9 · 46 citations
   Materials Science · Engineering · #Machine Learning in Materials Science #Block Copolymer Self-Assembly #Surface Chemistry and Catalysis
2. Navigating protein landscapes with a machine-learned transferable coarse-grained model
   2023/10/27 by Nicholas E. Charron, Charron, Nicholas E., Felix Musil +40 · 3 voices · 23 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · Mathematics · Physics and Astronomy · #Biological Physics (physics.bio-ph) #Biomolecules (q-bio.BM) #Block Copolymer Self-Assembly #Chemical Physics (physics.chem-ph) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Machine Learning in Materials Science #Protein Structure and Dynamics #physics.bio-ph #physics.chem-ph #q-bio.BM #stat.ML
3. Machine learning coarse-grained potentials of protein thermodynamics
   2023/09/15 by Maciej Majewski, Adrià Pérez, Philipp Thölke +7 · 1 voice · 3 citations
   Materials Science · Biochemistry, Genetics and Molecular Biology · #Machine Learning in Materials Science #Protein Structure and Dynamics #Enzyme Structure and Function