Work

Surrogate trajectories along probability flows: Pseudo-Markovian alternative to Mori-Zwanzig

Year: 2025

Type: article

Abstract: This project provides the numerical data and codes employed to genereate the results of the numerical experiments in the article: "Surrogate trajectories along probability flows: a Pseudo-Markovian alternative to Mori-Zwanzig". Authors: - Noé Stauffer, [email protected] Laboratory for Computational Engineering, Empa (Swiss Federal Laboratories for Materials Science and Technology) Chair of Scientific Computing and Uncertainty Quantification, EPFL (Swiss Federal Institute of Technology in Lausanne) - Hossein Gorji, [email protected], Laboratory for Computational Engineering, Empa (Swiss Federal Laboratories for Materials Science and Technology) - Ivan Lunati, Laboratory for Computational Engineering, Empa (Swiss Federal Laboratories for Materials Science and Technology)

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.17601995

Authors: Stauffer, Noé, Gorji, Hossein, Lunati, Ivan

Institutions: École Polytechnique Fédérale de Lausanne, Swiss Federal Laboratories for Materials Science and Technology

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: green

Funder: Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung

Award: Stochastic Model-Data Fusion on Networks: Disease Spread and Cascade Failure