Physics-Based Self-Learning Spiking Neural Network enhanced time-integration scheme for computing viscoplastic structural finite element response

Autor: Tandale, Saurabh Balkrishna, Stoffel, Marcus

Publikováno v: In Computer Methods in Applied Mechanics and Engineering 15 March 2024 422

Physics-Based Self-Learning Recurrent Neural Network enhanced time integration scheme for computing viscoplastic structural finite element response

Autor: Tandale, Saurabh Balkrishna, Bamer, Franz, Markert, Bernd, Stoffel, Marcus

Publikováno v: In Computer Methods in Applied Mechanics and Engineering 1 November 2022 401 Part B

Brain-inspired spiking neural networks in Engineering Mechanics: a new physics-based self-learning framework for sustainable Finite Element analysis.

Autor: Tandale, Saurabh Balkrishna, Stoffel, Marcus

Publikováno v: Engineering with Computers; Oct2024, Vol. 40 Issue 5, p2703-2738, 36p

Development of convolutional neural networks for recognition of tenogenic differentiation based on cellular morphology

Autor: Dursun, Gözde, Tandale, Saurabh Balkrishna, Gulakala, Rutwik, Eschweiler, Jörg, Tohidnezhad, Mersedeh, Markert, Bernd, Stoffel, Marcus

Publikováno v: In Computer Methods and Programs in Biomedicine September 2021 208

Physically constrained deep recurrent neural network for stiffness computation of plate structures

Autor: Tandale, Saurabh Balkrishna, Markert, Bernd, Stoffel, Marcus

Publikováno v: Proceedings in applied mathematics and mechanics : PAMM 22(1), e202200068 (2023). doi:10.1002/pamm.202200068 special issue: "Special Issue: 92nd Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM) / Issue Edited by: Ch. Böhm, K. Mang, B. Markert, S. Reese, M. Schmidtchen, J. Waimann, M. Kaliske"
92. Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), PAMM 2022, Aachen, Germany, 2022-08-15-2022-08-19

92. Annual Meeting of the International Association of Applied Mathematics and Mechanics, GAMM 2022, Aachen, Germany, 15 Aug 2022 - 19 Aug 2022; Proceedings in applied mathematics and mechanics 22(1), e202200068 (2023). doi:10.1002/pamm.202200068 spe

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3ddbde6bd0bfeb09e70ecfd59b1523e8
https://publications.rwth-aachen.de/record/954763