| October 1, 2025 | I will be giving a talk on PHLieNets at the joint 5th Symposium on Machine Learning and Dynamical Systems (MLDS 5) and Differential Equations for Data Science (DEDS 2026). The event will take place at the Research Institute for Mathematical Sciences (RIMS), Kyoto University, from February 9–13, 2026. This symposium brings together researchers at the intersection of machine learning, dynamical systems, and mathematical modeling, an ideal venue to discuss how PHLieNets can enable scalable and generalizable learning across parametric dynamical systems. |
| July 1, 2025 | I will be presenting a poster at the Greeks in AI Symposium 2025, which will take place at Serafeio City of Athens, Greece, on July 19–20, 2025. The poster will showcase PHLieNets, a framework for learning parametric dynamical systems through hypernetworks and latent embeddings for long-term forecasting. |
| June 23, 2025 | I am pleased to announce that I will be co-organising a mini-symposium titled “Data-driven Methods in Complex Dynamical Systems” at Dynamics Days Europe 2025, to be held in Thessaloniki, Greece, 23-27 June. |
| January 23, 2025 | I presented our work on Adaptive Learning of Effective Dynamics (AdaLED) at the 16th Conference on Dynamical Systems Applied to Biology and Natural Sciences (DSABNS16), held at the Università degli Studi di Napoli “Federico II”, Naples, Italy. |
| February 1, 2024 | I presented our work on Adaptive Learning of Effective Dynamics (AdaLED) at the Differential Equations for Data Science 2024 (DEDS2024) conference, held online on February 19–21, 2024. |
| August 25, 2023 | My colleagues Pascal Weber and Michalis Chatzimanolakis successfully defended their PhDs! Their work on Reinforcement learning for fish schooling behavior and adaptive mesh refinement has been remarkable (and also quite cool). |
| August 1, 2023 | Our paper on Adaptive learning of effective dynamics for online modeling of complex systems has been published in the journal of Computer Methods in Applied Mechanics and Engineering (CMAME)! This is joint work with Ivica Kičić, Michalis Chatzimanolakis, Prof. Petros Koumoutsakos, Prof. Leonidas Guibas, and George Arampatzis. |
| September 26, 2022 | I gave a talk at the Third Symposium on Machine Learning and Dynamical Systems in Toronto. Very interesting conference with lots of remarkable talks organized by Boumediene Hamzi. Link to the talk here. |
| April 8, 2022 | The paper Multiscale simulations of complex systems by learning their effective dynamics was published in Nature Machine Intelligence! |
| September 21, 2020 | I gave a talk at the Second Symposium on Machine Learning and Dynamical Systems in Toronto organized by Boumediene Hamzi. Link to the talk here. All talks of the data-driven modeling session can be found here. |