Learning Effective SDEs from Brownian Dynamics Simulations of Colloidal Particles

30 April 2022

Papers citing "Learning Effective SDEs from Brownian Dynamics Simulations of Colloidal Particles"

5 / 5 papers shown

Title
From Noise to Signal: Unveiling Treatment Effects from Digital Health Data through Pharmacology-Informed Neural-SDE Samira Pakravan Nikolaos Evangelou Maxime Usdin Logan Brooks James Lu 23 0 0 05 Mar 2024
Tipping Points of Evolving Epidemiological Networks: Machine Learning-Assisted, Data-Driven Effective Modeling N. Evangelou Tianqi Cui J. M. Bello-Rivas Alexei Makeev Ioannis G. Kevrekidis 30 1 0 01 Nov 2023
Machine Learning for the identification of phase-transitions in interacting agent-based systems: a Desai-Zwanzig example N. Evangelou Dimitrios G. Giovanis George A. Kevrekidis G. Pavliotis Ioannis G. Kevrekidis 11 0 0 29 Oct 2023
Early warning indicators via latent stochastic dynamical systems Lingyu Feng Ting Gao Wang Xiao Jinqiao Duan 13 2 0 07 Sep 2023
Discovering mesoscopic descriptions of collective movement with neural stochastic modelling Utkarsh Pratiush Arshed Nabeel Vishwesha Guttal A. Prathosh 27 1 0 17 Mar 2023