Ioannis Kevrekidis

19PUBLICATIONS
40CO-AUTHORS
Integrable systems (classical and quantum)Numerical solution of differential and integral equationsEpidemiological methodsContext learningNatural language processing
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Publications (19)

|Sep 02, 2026
Going with the flow to solve for symmetry-driven PDE dynamics with physics-informed neural networks.

|Jun 19, 2026
Data-driven, ML-assisted approaches to problem well-posedness.

|Feb 03, 2025
From disorganized data to emergent dynamic models: Questionnaires to partial differential equations.

David W Sroczynski, Felix P Kemeth, Anastasia S Georgiou

|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

|Jun 12, 2024
Tipping points of evolving epidemiological networks: Machine learning-assisted, data-driven effective modeling.

Nikolaos Evangelou, Tianqi Cui, Juan M Bello-Rivas

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Frequent Collaborators

4 joint publications

Anastasia S Georgiou

4 joint publications

Felix Dietrich

3 joint publications

Juan M Bello-Rivas

3 joint publications

Constantinos Siettos