Felix Dietrich

10PUBLICATIONS
21CO-AUTHORS
Statistical mechanics, physical combinatorics and mathematical aspects of condensed matterSurveying (incl. hydrographic surveying)Context learningNatural language processingNeural networks
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Publications (10)

|Oct 14, 2026
Dictionary learning for kernel EDMD.

|Sep 29, 2026
Neural-operator surrogates for outdoor acoustics using parameterized wind and terrain profilesa).

|Dec 11, 2024
On learning what to learn: Heterogeneous observations of dynamics and establishing possibly causal relations among them.

David W Sroczynski, Felix Dietrich, Eleni D Koronaki

|Jul 18, 2024
Transformations establishing equivalence across neural networks: When have two networks learned the same task?

Tom Bertalan, Felix Dietrich, Ioannis G Kevrekidis

|Jan 29, 2024
Data-driven modelling of brain activity using neural networks, diffusion maps, and the Koopman operator.

Ioannis K Gallos, Daniel Lehmberg, Felix Dietrich

|Mar 01, 2023
Learning effective stochastic differential equations from microscopic simulations: Linking stochastic numerics to deep learning.

Felix Dietrich, Alexei Makeev, George Kevrekidis

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Frequent Collaborators

5 joint publications

Ioannis G Kevrekidis

2 joint publications

Tom Bertalan

1 joint publications

Seungjoon Lee

1 joint publications

George E Karniadakis