Convolution, aggregation and attention based deep neural networks for accelerating simulations in mechanics S Deshpande, RI Sosa, SPA Bordas, J Lengiewicz Frontiers in Materials 10, 1128954, 2023 | 14 | 2023 |
Multistability of globally coupled Duffing oscillators RI Sosa, DH Zanette International Journal of Bifurcation and Chaos 31 (04), 2150056, 2021 | 4 | 2021 |
Energy exchange in globally coupled mechanical phase oscillators RI Sosa, DH Zanette Physical Review E 102 (1), 012208, 2020 | 3 | 2020 |
Energy flow and dissipation in heterogeneous ensembles of coupled phase oscillators RI Sosa, DH Zanette The European Physical Journal Special Topics 231 (3), 213-223, 2022 | 1 | 2022 |
Quantum-informed simulations for mechanics of materials: DFTB+ MBD framework Z Shen, RI Sosa, SPA Bordas, A Tkatchenko, J Lengiewicz International Journal of Engineering Science 204, 104126, 2024 | | 2024 |
Novel deep learning approaches for learning scientific simulations S Deshpande, RI Sosa, S Bordas, J Lengiewicz The 14th International Conference of Computational Methods (ICCM2023), 2023 | | 2023 |