Sapsis, Themistoklis P.

1. Backpropagation Algorithms and Reservoir Computing in Recurrent Neural Networks for the Forecasting of Complex Spatiotemporal Dynamics
   2019/10/09 by Vlachas, Pantelis R., Pathak, Jaideep, Hunt, Brian R. +4 · 13 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
2. Active Learning for Optimal Intervention Design in Causal Models
   2022/09/10 by Jiaqi Zhang, Louis V. Cammarata, Zhang, Jiaqi +7 · 6 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Machine Learning and Algorithms #Methodology (stat.ME) #Single-cell and spatial transcriptomics
3. Extreme Events: Mechanisms and Prediction
   2018/03/16 by Farazmand, Mohammad, Sapsis, Themistoklis P. · 3 citations
   #Atmospheric and Oceanic Physics (physics.ao-ph) #Chaotic Dynamics (nlin.CD) #Dynamical Systems (math.DS) #FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)
4. Discovering and forecasting extreme events via active learning in neural operators
   2022/04/05 by Pickering, Ethan, Guth, Stephen, Karniadakis, George Em +1 · 3 citations
   #Chaotic Dynamics (nlin.CD) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics and Probability (physics.data-an)
5. Reduced order prediction of rare events in unidirectional nonlinear water waves
   2015/01/20 by Will Cousins, Themistoklis P. Sapsis, Cousins, Will +1 · 1 citation
   Earth and Planetary Sciences · Engineering · #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Ocean Waves and Remote Sensing #Pattern Formation and Solitons (nlin.PS) #Ship Hydrodynamics and Maneuverability #Tropical and Extratropical Cyclones Research
6. Machine-learning energy-preserving nonlocal closures for turbulent fluid flows and inertial tracers
   2021/02/15 by Charalampopoulos, Alexis-Tzianni G., Sapsis, Themistoklis P. · 1 citation
   #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)
7. Multifidelity digital twin for real-time monitoring of structural dynamics in aquaculture net cages
   2024/06/06 by Katsidoniotaki, Eirini, Su, Biao, Kelasidi, Eleni +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Active search for Bifurcations
   2024/06/17 by Yorgos M. Psarellis, Psarellis, Yorgos M., Themistoklis P. Sapsis +3 · 1 citation
   Computer Science · #Metaheuristic Optimization Algorithms Research #Artificial Intelligence in Games