Themistoklis Sapsis

12PUBLICATIONS
9CO-AUTHORS
Semi- and unsupervised learningAdversarial machine learningBioinformatic methods developmentMathematical aspects of general relativityStochastic analysis and modelling
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Publications (12)

|Sep 16, 2026
Extreme Event Aware (η-) Learning.

|Oct 25, 2024
Information FOMO: The Unhealthy Fear of Missing Out on Information-A Method for Removing Misleading Data for Healthier Models.

Ethan Pickering, Themistoklis P Sapsis

|Jan 04, 2024
Discovering and forecasting extreme events via active learning in neural operators.

Ethan Pickering, Stephen Guth, George Em Karniadakis

|Jun 20, 2022
Optimal criteria and their asymptotic form for data selection in data-driven reduced-order modelling with Gaussian process regression.

Themistoklis P Sapsis, Antoine Blanchard

|Jun 20, 2022
Hybrid quadrature moment method for accurate and stable representation of non-Gaussian processes applied to bubble dynamics.

A Charalampopoulos, S H Bryngelson, T Colonius

|Mar 24, 2020
Output-weighted optimal sampling for Bayesian regression and rare event statistics using few samples.

Themistoklis P Sapsis

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Frequent Collaborators

2 joint publications

Pantelis Vlachas

2 joint publications

Ethan Pickering

1 joint publications

A Charalampopoulos

1 joint publications

Mohammad Farazmand