33 citations · 86 across the 7 of their papers we have counts for
7 papers
UNICON: A unified framework for behavior-based consumer segmentation in e-commerce
Manuel Dibak, Vladimir Vlasov, Nour Karessli +5
Data-driven personalization is a key practice in fashion e-commerce, improving the way businesses serve their consumers needs with more relevant content. While hyper-personalizatio…
Temperature Steerable Flows and Boltzmann Generators
Manuel Dibak, Leon Klein, Andreas Krämer +1
Boltzmann generators approach the sampling problem in many-body physics by combining a normalizing flow and a statistical reweighting method to generate samples in thermodynamic eq…
Multiscale molecular kinetics by coupling Markov state models and reaction-diffusion dynamics
Mauricio J. del Razo, Manuel Dibak, Christof Schütte +1
A novel approach to simulate simple protein-ligand systems at large time- and length-scales is to couple Markov state models (MSMs) of molecular kinetics with particle-based reacti…
Temperature-steerable flows
Manuel Dibak, Leon Klein, Frank Noé
Boltzmann generators approach the sampling problem in many-body physics by combining a normalizing flow and a statistical reweighting method to generate samples of a physical syste…
Neural Mode Jump Monte Carlo
Luigi Sbailò, Manuel Dibak, Frank Noé
Markov chain Monte Carlo methods are a powerful tool for sampling equilibrium configurations in complex systems. One problem these methods often face is slow convergence over large…
Diffusion-influenced reaction rates in the presence of pair interactions
Manuel Dibak, Christoph Fröhner, Frank Noé +1
The kinetics of bimolecular reactions in solution depends, among other factors, on intermolecular forces such as steric repulsion or electrostatic interaction. Microscopically, a p…
MSM/RD: Coupling Markov state models of molecular kinetics with reaction-diffusion simulations
Manuel Dibak, Mauricio J. del Razo, David De Sancho +2
Molecular dynamics (MD) simulations can model the interactions between macromolecules with high spatiotemporal resolution but at a high computational cost. By combining high-throug…