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EVALUATION OF MODEL BIAS IDENTIFICATION APPROACHES BASED ON BAYESIAN INFERENCE AND APPLICATIONS TO DIGITAL TWINS
Cited by: 0
National Technical University of Athens
2023

Arcones, Daniel Andrés;Weiser, Martin;Koutsourelakis, Faidon‐Stelios;Unger, Jörg F.
A Bayesian Framework for Simulation‐based Digital Twins of Bridges
ce/papers
2023
6
5
734-740

Siddiqui, Gohar Ali;Stebani, Julia A.;Wragg, Darren;Koutsourelakis, Phaedon‐Stelios;Casini, Angela;Gagliardi, Alessio
Application of Machine Learning Algorithms to Metadynamics for the Elucidation of the Binding Modes and Free Energy Landscape of Drug/Target Interactions: a Case Study
Chemistry – A European Journal
2023

Kaltenbach, Sebastian;Perdikaris, Paris;Koutsourelakis, Phaedon-Stelios
Semi-supervised invertible neural operators for Bayesian inverse problems
Computational Mechanics
2023
72
3
451-470

Siddiqui, Gohar;Stebani, Julia;Wragg, Darren;Koutsourelakis, Phaedon-Stelios;Casini, Angela;Gagliardi, Alessio
Application of Machine Learning Algorithms to Metadynamics for the Elucidation of the Binding Modes and Free Energy Landscape of Drug/Target Interactions: a Case Study
Chemistry – A European Journal
2023

Kaltenbach, Sebastian Johannes
Physics-aware, probabilistic machine learning in the Small Data regime
2023
Dissertation
153 p.

Rixner, Maximilian
Physics-Informed and Data-Driven Probabilistic Modeling of Materials Systems
2023
Dissertation
147 p.