Roberto Covino

1. Artificial Intelligence Assists Discovery of Reaction Coordinates and Mechanisms from Molecular Dynamics Simulations
   2019/01/14 by Hendrik Jung, Roberto Covino, Jung, Hendrik +3 · 2 citations
   Computer Science · Materials Science · Biochemistry, Genetics and Molecular Biology · #Gaussian Processes and Bayesian Inference #Machine Learning in Materials Science #Protein Structure and Dynamics
2. iMapD: intrinsic Map Dynamics exploration for uncharted effective free energy landscapes
   2016/12/31 by Eliodoro Chiavazzo, Chiavazzo, Eliodoro, Ronald R. Coifman +11 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Materials Science · Physics and Astronomy · #Chemical Physics (physics.chem-ph) #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Protein Structure and Dynamics #Theoretical and Computational Physics
3. Simulation-based inference of single-molecule experiments
   2024/10/21 by Lars Dingeldein, Pilar Cossio, Dingeldein, Lars +3 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Fluorescence Microscopy Techniques #Biomolecules (q-bio.BM) #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Physical sciences #Microfluidic and Capillary Electrophoresis Applications
4. Accelerated descriptor-free path sampling for protein-ligand binding kinetics
   2026/07/16 by Simon M. Lichtinger, Roberto Covino
   #physics.chem-ph