9 citations · 9 across the 2 of their papers we have counts for
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math.NA2022
AI-enhanced iterative solvers for accelerating the solution of large scale parametrized systems
Stefanos Nikolopoulos, Ioannis Kalogeris, Vissarion Papadopoulos +1
Recent advances in the field of machine learning open a new era in high performance computing. Applications of machine learning algorithms for the development of accurate and cost-…
math.NA2021★ 9 cited
Non-intrusive Surrogate Modeling for Parametrized Time-dependent PDEs using Convolutional Autoencoders
Stefanos Nikolopoulos, Ioannis Kalogeris, Vissarion Papadopoulos
This work presents a non-intrusive surrogate modeling scheme based on machine learning technology for predictive modeling of complex systems, described by parametrized time-depende…