Themistoklis P. Sapsis
According to our database1,
Themistoklis P. Sapsis
authored at least 26 papers
between 2010 and 2021.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis OtherLinks
On csauthors.net:
Bibliography
2021
2020
Backpropagation algorithms and Reservoir Computing in Recurrent Neural Networks for the forecasting of complex spatiotemporal dynamics.
Neural Networks, 2020
Output-Weighted Importance Sampling for Bayesian Experimental Design and Uncertainty Quantification.
CoRR, 2020
Informative Path Planning for Anomaly Detection in Environment Exploration and Monitoring.
CoRR, 2020
2019
Analytical Description of Optimally Time-Dependent Modes for Reduced-Order Modeling of Transient Instabilities.
SIAM J. Appl. Dyn. Syst., 2019
Machine Learning Predictors of Extreme Events Occurring in Complex Dynamical Systems.
Entropy, 2019
Forecasting of Spatio-temporal Chaotic Dynamics with Recurrent Neural Networks: a comparative study of Reservoir Computing and Backpropagation Algorithms.
CoRR, 2019
Output-weighted optimal sampling for Bayesian regression and rare event statistics using few samples.
CoRR, 2019
2018
SIAM J. Sci. Comput., 2018
A sequential sampling strategy for extreme event statistics in nonlinear dynamical systems.
CoRR, 2018
Data-Driven Forecasting of High-Dimensional Chaotic Systems with Long-Short Term Memory Networks.
CoRR, 2018
2017
J. Comput. Phys., 2017
A robust bi-orthogonal/dynamically-orthogonal method using the covariance pseudo-inverse with application to stochastic flow problems.
J. Comput. Phys., 2017
Extreme events and their optimal mitigation in nonlinear structural systems excited by stochastic loads: Application to ocean engineering systems.
CoRR, 2017
2016
A probabilistic decomposition-synthesis method for the quantification of rare events due to internal instabilities.
J. Comput. Phys., 2016
2015
Probabilistic Description of Extreme Events in Intermittently Unstable Dynamical Systems Excited by Correlated Stochastic Processes.
SIAM/ASA J. Uncertain. Quantification, 2015
2014
On the equivalence of dynamically orthogonal and bi-orthogonal methods: Theory and numerical simulations.
J. Comput. Phys., 2014
Analytical Approximation of the Heavy-Tail Structure for Intermittently Unstable Complex Modes.
Proceedings of the Dynamic Data-Driven Environmental Systems Science, 2014
Reduced Order Probabilistic Prediction of Rogue Waves in One-Dimensional Envelope Equations.
Proceedings of the Dynamic Data-Driven Environmental Systems Science, 2014
2013
Blending Modified Gaussian Closure and Non-Gaussian Reduced Subspace Methods for Turbulent Dynamical Systems.
J. Nonlinear Sci., 2013
Numerical schemes for dynamically orthogonal equations of stochastic fluid and ocean flows.
J. Comput. Phys., 2013
A convergence study for SPDEs using combined Polynomial Chaos and Dynamically-Orthogonal schemes.
J. Comput. Phys., 2013
2010
SIAM J. Appl. Dyn. Syst., 2010