Themistoklis P Sapsis (Themistoklis Sapsis, T P Sapsis)

Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 11

Top Venues

Nature computational science

Proceedings. Mathematical, physical, and engineering sciences

Philosophical transactions. Series A, Mathematical, physical, and engineering sciences

Proceedings of the National Academy of Sciences of the United States of America

Massachusetts Institute of Technology

Massachusetts Institute of Technology (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Massachusetts Institute of Technology Jul 01 2013

United States

Assistant Professor :: Mechanical Engineering

New York University Sep 01 2011 - Jul 31 2013

United States

Assistant Research Scientist :: Courant Institute of Mathematical Sciences

Massachusetts Institute of Technology Nov 01 2010 - Jul 31 2011

United States

PostDoc Associate :: Mechanical Engineering

Education History

Massachusetts Institute of Technology Sep 01 2006 - Oct 31 2010

United States

PHD :: Mechanical Engineering

Publications

Ethan M Pickering, Stephen Guth, George Em Karniadakis, Themistoklis P Sapsis
Discovering and forecasting extreme events via active learning in neural operators. Nature computational science 2 (12) (2022)
Ethan M Pickering, Stephen Guth, George Em Karniadakis, Themistoklis P Sapsis
Discovering and forecasting extreme events via active learning in neural operators. Nature computational science 2 (12) (2022)
Ethan M Pickering, Stephen Guth, George Em Karniadakis, Themistoklis P Sapsis
Discovering and forecasting extreme events via active learning in neural operators. Nature computational science 2 (12) (2022)
Themistoklis P Sapsis, Antoine Blanchard
Optimal criteria and their asymptotic form for data selection in data-driven reduced-order modelling with Gaussian process regression. Philosophical transactions. Series A, Mathematical, physical, and engineering sciences 380 (2229) (2022)
A Charalampopoulos, S H Bryngelson, T Colonius, Themistoklis P Sapsis
Hybrid quadrature moment method for accurate and stable representation of non-Gaussian processes applied to bubble dynamics. Philosophical transactions. Series A, Mathematical, physical, and engineering sciences 380 (2229) (2022)
Themistoklis P Sapsis
Output-weighted optimal sampling for Bayesian regression and rare event statistics using few samples. Proceedings. Mathematical, physical, and engineering sciences 476 (2234) (2020)
Antoine Blanchard, Themistoklis P Sapsis
Learning the tangent space of dynamical instabilities from data. Chaos (Woodbury, N.Y.) 29 (11) (2019)
Mustafa A Mohamad, Themistoklis P Sapsis
Sequential sampling strategy for extreme event statistics in nonlinear dynamical systems. Proceedings of the National Academy of Sciences of the United States of America 115 (44) (2018)
Zhong Yi Wan, Pantelis R Vlachas, Petros Koumoutsakos, Themistoklis P Sapsis
Data-assisted reduced-order modeling of extreme events in complex dynamical systems. PloS one 13 (5) (2018)
Pantelis R Vlachas, Wonmin Byeon, Zhong Y Wan, Themistoklis P Sapsis, Petros Koumoutsakos
Data-driven forecasting of high-dimensional chaotic systems with long short-term memory networks. Proceedings. Mathematical, physical, and engineering sciences 474 (2213) (2018)
Mohammad Farazmand, Themistoklis P Sapsis
A variational approach to probing extreme events in turbulent dynamical systems. Science advances 3 (9) (2017)

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Publication Activity (10 Years)

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Themistoklis P Sapsis (Themistoklis Sapsis, T P Sapsis)