11 citations · 27 across the 10 of their papers we have counts for
4 papers · 1 filter
Quantitative and Predictive Folding Models from Limited Single-Molecule Data Using Simulation-Based Inference
Lars Dingeldein, Aaron Lyons, Pilar Cossio +2
The study of biomolecular folding has been greatly advanced by single-molecule force spectroscopy (SMFS), which enables the observation of the dynamics of individual molecules. How…
Simulation-based inference of single-molecule experiments
Lars Dingeldein, Pilar Cossio, Roberto Covino
Single-molecule experiments are a unique tool to characterize the structural dynamics of biomolecules. However, reconstructing molecular details from noisy single-molecule data is…
Good rates from bad coordinates: the exponential average time-dependent rate approach
Nicodemo Mazzaferro, Subarna Sasmal, Pilar Cossio +1
Our ability to calculate rates of biochemical processes using molecular dynamics simulations is severely limited by the fact that the time scales for reactions, or changes in confo…
Active learning of Boltzmann samplers and potential energies with quantum mechanical accuracy
Ana Molina-Taborda, Pilar Cossio, Olga Lopez-Acevedo +1
Extracting consistent statistics between relevant free-energy minima of a molecular system is essential for physics, chemistry and biology. Molecular dynamics (MD) simulations can…