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Matthaios Chatzopoulos

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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37

TOTAL CITATIONS

1

Scholarly Papers (2)

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1.

Physics-Aware Neural Implicit Solvers for Multiscale, Parametric Pdes with Applications in Heterogeneous Media

Number of pages: 53 Posted: 29 May 2024
Matthaios Chatzopoulos and Phaedon-Stelios Koutsourelakis
affiliation not provided to SSRN and Technische Universität München (TUM)
Downloads 20 (1,448,301)
Citation 1

Abstract:

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Random Heterogeneous Materials, Data-driven, Probabilisticsurrogate, Deep Learning, Machine Learning, High-Dimensional Surrogates, Virtual Observables.

2.

GenPANIS: A Latent-Variable Generative Framework for Forward and Inverse PDE Problems in Multiphase Media

Number of pages: 70 Posted: 19 Feb 2026
Matthaios Chatzopoulos and Phaedon-Stelios Koutsourelakis
affiliation not provided to SSRN and Technische Universität München (TUM)
Downloads 17 (1,481,165)

Abstract:

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Multiphase Media, Data-driven, inverse problems, Machine learning, Generative Model, Virtual Observables