| Physics-informed neural networks for inverse electromagnetic problems M Baldan, P Di Barba, DA Lowther IEEE Transactions on Magnetics 59 (5), 1-5, 2023 | 20 | 2023 |
| Solving 1D non‐linear magneto quasi‐static Maxwell's equations using neural networks M Baldan, G Baldan, B Nacke IET Science, Measurement & Technology 15 (2), 204-217, 2021 | 16 | 2021 |
| Effective methods for optimal design of induction coils on example of surface hardening Y Pleshivtseva, M Baldan, A Popov, A Nikanorov, E Rapoport, B Nacke COMPEL-The international journal for computation and mathematics in …, 2020 | 12 | 2020 |
| Hierarchical optimization approaches in designing surface hardening induction systems M Baldan, A Nikanorov, B Nacke IOP Conference Series: Materials Science and Engineering 424 (1), 012067, 2018 | 11 | 2018 |
| Discovering Pareto-optimal magnetic-design solutions via a generative adversarial network M Baldan, P Di Barba IEEE Transactions on Magnetics 58 (9), 1-4, 2022 | 9 | 2022 |
| Improving the accuracy of FE simulations of induction tempering toward a microstructure-dependent electromagnetic model M Baldan, MH Stolte, B Nacke, F Nürnberger IEEE Transactions on Magnetics 56 (10), 1-9, 2020 | 9 | 2020 |
| Self-adaptive multimethod optimization applied to a tailored heating forging process M Baldan, T Steinberg, E Baake IOP Conference Series: Materials Science and Engineering 355 (1), 012016, 2018 | 8 | 2018 |
| Magnetic properties identification by using a bi-objective optimal multi-fidelity neural network M Baldan, P Di Barba, B Nacke IEEE Transactions on Magnetics 57 (6), 1-4, 2021 | 7 | 2021 |
| Optimal Design of Magnetic Flux Concentrators in Induction Heating M Baldan, M Cetin, A Nikanorov, B Nacke 2019 XXI International Conference Complex Systems: Control and Modeling …, 2019 | 7 | 2019 |
| Optimal design of Inductor addressed to a tailored heating forging process M Baldan, T Steinberg, E Baake International Journal of Microstructure and Materials Properties 13 (1-2), 39-53, 2018 | 6 | 2018 |
| A parallel multi-fidelity optimization approach in induction hardening M Baldan, A Nikanorov, B Nacke COMPEL-The international journal for computation and mathematics in …, 2020 | 5 | 2020 |
| A novel multi-surrogate multi-objective decision-making optimization algorithm in induction heating M Baldan, A Nikanorov, B Nacke COMPEL-The international journal for computation and mathematics in …, 2020 | 4 | 2020 |
| Physics-informed neural networks for inverse electromagnetic problems M Baldan, P Di Barba, DA Lowther 2022 IEEE 20th Biennial Conference on Electromagnetic Field Computation …, 2022 | 3 | 2022 |
| Innovative methods for optimal design of complex induction heating processes B Nacke, A Nikanorov, M Baldan 2019 XXI International Conference Complex Systems: Control and Modeling …, 2019 | 3 | 2019 |
| Self-adaptive multimethod optimization search applied to a tailored heating forging process M Baldan, T Steinberg, E Baake Proceedings of Modelling for material processing, 191-200, 2017 | 3 | 2017 |
| Real‐Time Interactive Navigation on Input‐Output Data Sets in Chemical Processes M Baldan, PO Ludl, P Süss, D Schack, R Schmidt, M Bortz Chemie Ingenieur Technik 95 (7), 1028-1040, 2023 | 2 | 2023 |
| Multi‐Criteria Shape Optimization of Flow Fields for Electrochemical Cells S Blauth, M Baldan, S Osterroth, C Leithäuser, UP Apfel, J Kleinhaus, ... Chemie Ingenieur Technik 96 (5), 616-626, 2024 | 1 | 2024 |
| Simulation and optimization of nutrient uptake and biomass formation using a multiparameter Monod-type model of tobacco BY-2 cell suspension cultures in a stirred-tank bioreactor H Nausch, M Baldan, K Teichert, J Lutz, C Claussen, M Bortz, JF Buyel Frontiers in Plant Science 14, 1183254, 2023 | 1 | 2023 |
| Continuous Synthesis of Diazo Acetonitrile: From Experiments to Physical and Grey‐Box Modeling M Baldan, S Blauth, D Bošković, C Leithäuser, A Mendl, L Radulescu, ... Chemie Ingenieur Technik 96 (5), 658-670, 2024 | | 2024 |
| Energy-based PINNs for solving coupled field problems: concepts and application to the optimal design of an induction heater M Baldan, P Di Barba arXiv preprint arXiv:2402.06261, 2024 | | 2024 |
