Stochastic stiffness identification and response estimation of Timoshenko beams via physics-informed Gaussian processes GR Tondo, S Rau, I Kavrakov, G Morgenthal Probabilistic Engineering Mechanics 74, 103534, 2023 | 4 | 2023 |
Physics-informed Gaussian process model for Euler-Bernoulli beam elements GR Tondo, S Rau, I Kavrakov, G Morgenthal IABSE Symposium, Prague 2022: Challenges for Existing and Oncoming …, 2022 | 4 | 2022 |
Characterization of the iPhone LiDAR-based sensing system for vibration measurement and modal analysis GR Tondo, C Riley, G Morgenthal Sensors 23 (18), 7832, 2023 | 3 | 2023 |
A physics-informed machine learning model for reconstruction of dynamic loads GR Tondo, I Kavrakov, G Morgenthal Proceedings of IABSE Symposium: Long Span Bridges, 315-322, 2023 | 3 | 2023 |
Stochastic Inference of Plate Bending from Heterogeneous Data: Physics-informed Gaussian Processes via Kirchhoff-Love Theory I Kavrakov, GR Tondo, G Morgenthal arXiv preprint arXiv:2405.12802, 2024 | | 2024 |
Aerodynamic Shape Optimization of Long-Span Bridges I Ahraf, GR Tondo International Probabilistic Workshop, 31-40, 2024 | | 2024 |
Bayesian non-linear load estimation in long-span bridges via physics-informed Gaussian processes GR Tondo, I Kavrakov, G Morgenthal Proceedings of Bridge Maintenance, Safety, Management, Digitalization and …, 2024 | | 2024 |
A nonlinear finite element framework and Gaussian process-based prediction of stick/slip behaviour in semi-parallel wire cables ASK Bendalla, GR Tondo, G Morgenthal International Journal of Solids and Structures 284, 112522, 2023 | | 2023 |
Modelling the wind-bridge interaction by artificial neural networks GR Tondo | | 2019 |
Check for updates Aerodynamic Shape Optimization of Long-Span Bridges Idham Ahraf¹ () and Gledson Rodrigo Tondo² 1 Bauhaus-Universitat Weimar, Weimar, Germany I Ahraf¹, GR Tondo 20th International Probabilistic Workshop: IPW 2024, 31, 0 | | |
Physics-informed Gaussian process model for Euler-Bernoull elements GR Tondo, S Rau, I Kavrakov, G Morgenthal | | |