| Data-driven PDE discovery with evolutionary approach. M Maslyaev, A Hvatov, A Kalyuzhnaya arXiv preprint arXiv:1903.08011, 2019 | 48* | 2019 |
| Partial differential equations discovery with EPDE framework: Application for real and synthetic data M Maslyaev, A Hvatov, AV Kalyuzhnaya Journal of Computational Science 53, 101345, 2021 | 35 | 2021 |
| Towards generative design of computationally efficient mathematical models with evolutionary learning AV Kalyuzhnaya, NO Nikitin, A Hvatov, M Maslyaev, M Yachmenkov, ... Entropy 23 (1), 28, 2020 | 14 | 2020 |
| Short-term river flood forecasting using composite models and automated machine learning: The case study of Lena River M Sarafanov, Y Borisova, M Maslyaev, I Revin, G Maximov, NO Nikitin Water 13 (24), 3482, 2021 | 11 | 2021 |
| Data-driven partial differential equations discovery approach for the noised multi-dimensional data M Maslyaev, A Hvatov, A Kalyuzhnaya Computational Science–ICCS 2020: 20th International Conference, Amsterdam …, 2020 | 10 | 2020 |
| Solver-based fitness function for the data-driven evolutionary discovery of partial differential equations M Maslyaev, A Hvatov 2022 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2022 | 7 | 2022 |
| Multi-objective discovery of pde systems using evolutionary approach M Maslyaev, A Hvatov 2021 IEEE Congress on Evolutionary Computation (CEC), 596-603, 2021 | 7 | 2021 |
| The data-driven physical-based equations discovery using evolutionary approach A Hvatov, M Maslyaev Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020 | 5 | 2020 |
| Discovery of the data-driven differential equation-based models of continuous metocean process M Maslyaev, A Hvatov Procedia Computer Science 156, 367-376, 2019 | 5 | 2019 |
| Hybrid modeling of gas-dynamic processes in AC plasma torches. NY Bykov, NV Obraztsov, АA Hvatov, MA Maslyaev, AV Surov Materials Physics & Mechanics 50 (2), 2022 | 4 | 2022 |
| Discovery of the data-driven models of continuous metocean process in form of nonlinear ordinary differential equations M Maslyaev, A Hvatov, A Kalyuzhnaya Procedia Computer Science 178, 18-26, 2020 | 3 | 2020 |
| Model-agnostic multi-objective approach for the evolutionary discovery of mathematical models A Hvatov, M Maslyaev, IS Polonskaya, M Sarafanov, M Merezhnikov, ... Optimization, Learning Algorithms and Applications: First International …, 2021 | 1 | 2021 |
| Methods for a Partial Differential Equation Discovery: Application to Physical and Engineering Problems NY Bykov, AA Hvatov, TA Andreeva, AY Lukin, MA Maslyaev, ... Moscow University Physics Bulletin 78 (Suppl 1), S256-S265, 2023 | | 2023 |
| Towards stable real-world equation discovery with assessing differentiating quality influence M Masliaev, I Markov, A Hvatov arXiv preprint arXiv:2311.05787, 2023 | | 2023 |
| Methods of Partial Differential Equation Discovery: Application to Experimental Data on Heat Transfer Problem TA Andreeva, NY Bykov, YA Gataulin, AA Hvatov, AK Klimova, AY Lukin, ... Processes 11 (9), 2719, 2023 | | 2023 |
| Comparison of Single-and Multi-Objective Optimization Quality for Evolutionary Equation Discovery M Maslyaev, A Hvatov Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023 | | 2023 |
| Multiobjective evolutionary discovery of equation-based analytical models for dynamical systems MA Maslyaev, AA Hvatov Научно-технический вестник информационных технологий, механики и оптики 23 …, 2023 | | 2023 |
| The data-driven physical-based equations discovery using evolutionary approach M Maslyaev, A Hvatov | | 2020 |
| A HIGH-VOLTAGE AC PLASMA TORCH: COMPUTATIONAL STUDY AV SUROV, NV OBRAZTSOV, AA HVATOV, MA MASLYAEV, NY BYKOV | | |
| Equation Discovery Framework Epde: Towards a Better Equation Discovery M Maslyaev, A Hvatov Available at SSRN 4583103, 0 | | |
