| Data-driven analysis and forecasting of highway traffic dynamics A Avila, I Mezic Nature Communications 11 (2090), 2020 | 116 | 2020 |
| Game Balancing using Koopman-based Learning AM Avila, M Fonoberova, JP Hespanha, I Mezić, D Clymer, J Goldstein, ... 2021 American Control Conference (ACC), 710-717, 2021 | 8 | 2021 |
| Applications of Koopman Operator Theory to Highway Traffic Dynamics AM Avila University of California, Santa Barbara, 2017 | 8 | 2017 |
| A Koopman Operator-Based Prediction Algorithm and its Application to COVID-19 Pandemic I Mezic, Z Drmac, N Crnjaric-Zic, S Macesic, M Fonoberova, R Mohr, ... arXiv preprint arXiv:2304.13601, 2023 | 3 | 2023 |
| A Koopman operator-based prediction algorithm and its application to COVID-19 pandemic and influenza cases I Mezić, Z Drmač, N Črnjarić, S Maćešić, M Fonoberova, R Mohr, AM Avila, ... Scientific Reports 14 (1), 5788, 2024 | 1 | 2024 |
| Combining Programmable Potentials and Neural Networks for Materials Problems. R Mohr, AM Avila, S Ghosh, A Bhattarai, M Yang, X Feng, M Head-Gordon, ... AAAI Spring Symposium: MLPS, 2021 | 1 | 2021 |
| Spectral Properties of Pullback Operators on Vector Bundles of a Dynamical System AM Avila, I Mezić SIAM Journal on Applied Dynamical Systems 22 (4), 3059-3092, 2023 | | 2023 |
| Lifted predictive modeling and control for digital twin system optimization M Fonoberova, A Avila, A Cao, R Mohr US Patent App. 17/843,820, 2023 | | 2023 |
| Theory and Applications of Pull-Back Operator Methods in Dynamical Systems AM Avila University of California Santa Barbara, 2020 | | 2020 |
| Hydrogen-Oxygen Combustion: Data-Driven Generation of Quantum-Accurate Interatomic Potentials A Avila, L Bertels, I Mezic, M Head-Gordon Bulletin of the American Physical Society 65, 2020 | | 2020 |
| Modeling hydrogen-oxygen combustion via programmable potentials A Avila, L Bertels, M Head-Gordon, I Mezic ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY 258, 2019 | | 2019 |
Igor MezicUniversity of California, Santa Barbara在 ucsb.edu 的电子邮件经过验证
