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Disambiguation of "Sapsis, Themistoklis P."

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A non-intrusive machine learning framework for debiasing long-time coarse resolution climate simulations and quantifying rare events statistics.

, , , , , and . CoRR, (2024)

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Themistoklis Tsiotikas

Themistoklis Mylonas

Themistoklis Adamopoulos

Themistoklis Posukidis

Themistoklis Dimopoulos

 

Other publications of authors with the same name

A sequential sampling strategy for extreme event statistics in nonlinear dynamical systems., and . CoRR, (2018)Analytical Description of Optimally Time-Dependent Modes for Reduced-Order Modeling of Transient Instabilities., and . SIAM J. Applied Dynamical Systems, 18 (2): 1143-1162 (2019)Blending Modified Gaussian Closure and Non-Gaussian Reduced Subspace Methods for Turbulent Dynamical Systems., and . J. Nonlinear Sci., 23 (6): 1039-1071 (2013)Sparse Methods for Automatic Relevance Determination., and . CoRR, (2020)Discovering and forecasting extreme events via active learning in neural operators., , , and . Nat. Comput. Sci., 2 (12): 823-833 (2022)A convergence study for SPDEs using combined Polynomial Chaos and Dynamically-Orthogonal schemes., , and . J. Comput. Phys., (2013)Machine Learning Predictors of Extreme Events Occurring in Complex Dynamical Systems., and . Entropy, 21 (10): 925 (2019)Active learning for optimal intervention design in causal models., , , , and . Nat. Mac. Intell., 5 (10): 1066-1075 (October 2023)Backpropagation algorithms and Reservoir Computing in Recurrent Neural Networks for the forecasting of complex spatiotemporal dynamics., , , , , , and . Neural Networks, (2020)Hybrid quadrature moment method for accurate and stable representation of non-Gaussian processes and their dynamics., , , and . CoRR, (2021)