Generative modeling of conditional probability distributions on the level-sets of collective variables [in Scaling Cascades in Complex Systems]
Fatima-Zahrae Akhyar, Wei Zhang, Gabriel Stoltz, Christof Schütte
Surface Dean–Kawasaki equations [in Scaling Cascades in Complex Systems]
John B. Bell, Ana Djurdjevac, Nicolas Perkowski
Energy-variational solutions for geodynamical two-phase flows -- From logarithmic to double-obstacle potentials by variational convergence [in Scaling Cascades in Complex Systems]
Fan Cheng, Robert Lasarzik, Marita Thomas
Solution concepts for a model of visco-elasto-plasticity with slight compressibility [in Scaling Cascades in Complex Systems]
Thomas Eiter
A fully discrete nonnegativity-preserving FEM for stochastic heat equation [in Scaling Cascades in Complex Systems]
Owen Hearder, Claude Le Bris, Ana Djurdjevac
Fast, close, non-singular and property-preserving approximations of entropic measures
Illia Horenko, Davide Bassetti, Lukáš Pospíšil
Linearly-scalable and entropy-optimal learning of nonstationary and nonlinear manifolds [in Scaling Cascades in Complex Systems]
Illia Horenko
Implementation of Girsanov reweighting in CP2K [in Scaling Cascades in Complex Systems]
Sascha Jähnigen, Bettina Keller
Modeling of reactive porosity waves as a fluid release process in a dehydrating slab [in Scaling Cascades in Complex Systems]
Lyudmila Khakimova, Konstantin Huber, Yury Podladchikov, Johannes Vrijmoed, Boris Antonenko, Timm John
An exploration of physical and chemical representation in coarse-grained machine-learned protein models [in Scaling Cascades in Complex Systems]
Aldo Pasos-Trejo, Luca Sagresti, Cecilia Clementi
A fast and rigorous numerical tool to measure length-scale artifacts in molecular simulations [in Scaling Cascades in Complex Systems]
Benedikt M. Reible, Nils Liebreich, Carsten Hartmann, Luigi Delle Site
Estimating solvation free energies with Boltzmann generators [in Scaling Cascades in Complex Systems]
Maximilian Schebek, Nikolas Froböse, Bettina Keller, Jutta Rogal
Noise-induced enhancement of regime lifetimes – A data-driven approach using deterministic trajectories [in Scaling Cascades in Complex Systems]
Henry Schoeller, Robin Chemnitz, Péter Koltai, Maximilian Engel, Stephan Pfahl
Effective dynamics and transition pathways from Koopman-inspired neural learning of collective variables [in Scaling Cascades in Complex Systems]
Alexander Sikorski, Luca Donati, Marcus Weber, Christof Schütte
Data-driven reduction of transfer operators for particle clustering dynamics [in Scaling Cascades in Complex Systems]
Nathalie Wehlitz, Grigorios A. Pavliotis, Christof Schütte, Stefanie Winkelmann
