Zobrazeno 1 - 10
of 57
pro vyhledávání: '"Kalogeris, Ioannis"'
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-efficient surrogates of complex problems have already attracted major
Externí odkaz:
http://arxiv.org/abs/2207.02543
Publikováno v:
In Composite Structures 1 January 2025 351
Autor:
Papadopoulos, Leonidas, Atzarakis, Konstantinos, Sotiropoulos, Gerasimos, Kalogeris, Ioannis, Papadopoulos, Vissarion
Publikováno v:
In Computer Methods in Applied Mechanics and Engineering 1 August 2024 428
Temporally and spatially dependent uncertain parameters are regularly encountered in engineering applications. Commonly these uncertainties are accounted for using random fields and processes, which require knowledge about the appearing probability d
Externí odkaz:
http://arxiv.org/abs/2106.13727
This work presents a non-intrusive surrogate modeling scheme based on machine learning technology for predictive modeling of complex systems, described by parametrized time-dependent PDEs. For these problems, typical finite element approaches involve
Externí odkaz:
http://arxiv.org/abs/2101.05555
Autor:
Papadopoulos, Leonidas, Bakalakos, Serafeim, Nikolopoulos, Stefanos, Kalogeris, Ioannis, Papadopoulos, Vissarion
Publikováno v:
In International Journal of Heat and Mass Transfer January 2023 200
Publikováno v:
In Engineering Structures 15 April 2022 257
Publikováno v:
In Probabilistic Engineering Mechanics April 2022 68
Publikováno v:
In Engineering Applications of Artificial Intelligence March 2022 109
Publikováno v:
In Computer Methods in Applied Mechanics and Engineering 1 October 2021 384