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Stefanos Nikolopoulos
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Non-intrusive surrogate modeling for parametrized time-dependent partial differential equations using convolutional autoencoders
S Nikolopoulos, I Kalogeris, V Papadopoulos
Engineering Applications of Artificial Intelligence 109, 104652, 2022
70*2022
A computational framework for the indirect estimation of interface thermal resistance of composite materials using XPINNs
L Papadopoulos, S Bakalakos, S Nikolopoulos, I Kalogeris, ...
International Journal of Heat and Mass Transfer 200, 123420, 2023
182023
Machine learning accelerated transient analysis of stochastic nonlinear structures
S Nikolopoulos, I Kalogeris, V Papadopoulos
Engineering Structures 257, 114020, 2022
162022
AI‐enhanced iterative solvers for accelerating the solution of large‐scale parametrized systems
S Nikolopoulos, I Kalogeris, G Stavroulakis, V Papadopoulos
International Journal for Numerical Methods in Engineering 125 (2), e7372, 2024
132024
Analysis of the Tilted Shallow Wedge Problem in Couple-Stress Elasticity
S Nikolopoulos, PA Gourgiotis, T Zisis
Journal of Elasticity, 1-17, 2021
92021
Advanced machine learning methods for large-scale parametrized problems in computational mechanics
S Nikolopoulos
2023
AI-enhanced iterative solvers for accelerating the solution of large scale parametrized linear systems of equations
S Nikolopoulosa, I Kalogerisa, V Papadopoulosa, G Stavroulakisa
arXiv preprint arXiv:2207.02543, 2022
2022
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