| Jun 26, 2025 | I gave a talk at Banff International Research Station during the workshop Efficient and Reliable Deep Learning Methods and their Scientific Applications, talk available here. |
| Jun 18, 2025 | I gave two lectures at the KTH Royal Institute of Technology during the PINN Summer School: PINA software (slides and code) and Uncertainty Quantification in Deep Learning (slides and code). |
| May 12, 2025 | I lectured in the Advanced School on Foundation Models for Scientific Discovery at the International Centre of Theoretical Physics: Introduction to Model Uncertainties in Deep Neural Networks, slides; Uncertainty in Scientific Machine Learning from PDEs to Molecules, slides. |
| May 12, 2025 | I partecipated in the Round Table Discussion on Uncertainty Evaluation during the Summer School on Theory, Mechanisms and Hierarchical Modelling of Climate Dynamics: Artificial Intelligence and Climate Modelling at the International Centre of Theoretical Physics. |
| Apr 29, 2025 | I gave a talk at Heidelberg University’s Institute for Theoretical Physics on Uncertainty Quantification for Sequence Models slides here. |
| Feb 11, 2025 | I gave a talk at GNCS-SIAM Chapters Meeting for Young Researchers in Numerical Analysis and Applied Mathematics on variational methods for sequence modelling in AI4Science slides here. |
| Jun 21, 2024 | We presented PINA at ECCOMAS and SMLET 2024! Here the slides |
| Jun 1, 2024 | PINA was presented during the Advanced School on Applied Machine Learning at the International Center for Theoretical Physics |
| May 15, 2024 | Electrolux invided me to give a presentation on Physics Informed Machine Learning for Accelerating Numerical Simulations! Here the slides |
| May 11, 2024 | Our poster was accepted at ICLR Workshop AI4Differential Equations! |
| Feb 28, 2024 | I presented a poster in the SIAM UQ 2024 Power of Diversity satellite event! |
| Feb 23, 2024 | PINA was presented in the PINN-PAD workshop on PINNs in Padua |
| Feb 14, 2024 | My paper Generative adversarial reduced order modelling got accepted into Nature Scientific Report |
| Jan 24, 2024 | I was invited to the Area Science Park for the LADE seminars to give a talk titled Inductive Bias in Scientific Machine Learning for Modelling PDEs |
| Dec 19, 2023 | I was invited to the University of Trieste for the iNEST spoke event to give a talk titled Deep Learning for Solving Differential Equations |
| Nov 26, 2023 | PINA version 0.1 is finally out! Check the GitHub or the official documentation |
| Jul 19, 2023 | My paper Physics-Informed Neural networks for Advanced modeling got accepted into JOSS |
| Mar 21, 2023 | My paper A continuous convolutional trainable filter for modelling unstructured data got accepted into Springer Computational Mechanics |
| Jul 22, 2022 | I presented a poster on the Summer School on Reduced Order Methods in Computational Fluid Dynamics at SISSA about my paper A continuous trainable filter for convolution with unstructured data |