| Learning dominant physical processes with data-driven balance models JL Callaham, JV Koch, BW Brunton, JN Kutz, SL Brunton Nature communications 12 (1), 1016, 2021 | 73 | 2021 |
| Modeling thermodynamic trends of rotating detonation engines J Koch, JN Kutz Physics of Fluids 32 (12), 2020 | 63 | 2020 |
| Mode-locked rotating detonation waves: Experiments and a model equation J Koch, M Kurosaka, C Knowlen, JN Kutz Physical Review E 101 (1), 013106, 2020 | 46 | 2020 |
| Rotating detonation engine using a wave generator and controlled mixing JA Boening, EA Wheeler, JD Heath, JV Koch, AT Mattick, RE Breidenthal, ... Journal of Propulsion and Power 34 (6), 1364-1375, 2018 | 31 | 2018 |
| Multiscale physics of rotating detonation waves: Autosolitons and modulational instabilities J Koch, M Kurosaka, C Knowlen, JN Kutz Physical Review E 104 (2), 024210, 2021 | 20 | 2021 |
| Influence of injector-to-annulus area ratio on rotating detonation engine operability J Koch, L Chang, C Upadhye, K Chau, M Kurosaka, C Knowlen AIAA Propulsion and Energy 2019 Forum, 4038, 2019 | 18 | 2019 |
| NeuroMANCER: Neural modules with adaptive nonlinear constraints and efficient regularizations A Tuor, J Drgona, E Skomski, J Koch, Z Chen, S Dernbach, CM Legaard, ... URL https://github. com/pnnl/neuromancer, 2021 | 17 | 2021 |
| Operating characteristics of a ch4/o2 rotating detonation engine in a backpressure controlled facility J Koch, MR Washington, M Kurosaka, C Knowlen AIAA Scitech 2019 Forum, 0475, 2019 | 16 | 2019 |
| Data-driven surrogates of rotating detonation engine physics with neural ordinary differential equations and high-speed camera footage J Koch Physics of Fluids 33 (9), 2021 | 15 | 2021 |
| Data-driven modeling of rotating detonation waves A Mendible, J Koch, H Lange, SL Brunton, JN Kutz Physical Review Fluids 6 (5), 050507, 2021 | 15 | 2021 |
| Design and experiments of a continuous rotating detonation engine: a spinning wave generator and modulated fuel/oxidizer mixing JA Boening, JD Heath, TJ Byrd, JV Koch, AT Mattick, RE Breidenthal, ... 52nd AIAA/SAE/ASEE Joint Propulsion Conference, 4966, 2016 | 12 | 2016 |
| Data-driven modeling of nonlinear traveling waves<? A3B2 show [editpick]?> J Koch Chaos: An Interdisciplinary Journal of Nonlinear Science 31 (4), 043128, 2021 | 8 | 2021 |
| Cryo-braking using penetrators for enhanced capabilities for the potential landing of payloads on icy solar system objects RM Winglee, T Robinson, M Danner, J Koch Acta Astronautica 144, 136-146, 2018 | 7 | 2018 |
| Nonlinear dynamics of rotating detonation waves J Koch | 6 | 2020 |
| Structural inference of networked dynamical systems with universal differential equations J Koch, Z Chen, A Tuor, J Drgona, D Vrabie Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (2), 2023 | 5 | 2023 |
| NeuroMANCER: Neural Modules with Adaptive Nonlinear Constraints and Efficient Regularizations J Drgona, A Tuor, J Koch, M Shapiro, D Vrabie | 5 | 2023 |
| Physics-informed machine learning of parameterized fundamental diagrams J Koch, T Maxner, V Amatya, A Ranjbari, C Dowling arXiv preprint arXiv:2208.00880, 2022 | 4 | 2022 |
| A neural differential equation formulation for modeling atmospheric effects in hyperspectral images J Koch, B Forland, T Doster, T Emerson Algorithms, Technologies, and Applications for Multispectral and …, 2023 | 3 | 2023 |
| Radial Injector Mixing Effects on Detonation Zone Position in Rotating Detonation Engine C Knowlen, J Koch, M Kurosaka, M Washington AIAA Propulsion and Energy 2019 Forum, 4131, 2019 | 2 | 2019 |
| Neural lumped parameter differential equations with application in friction-stir processing J Koch, WJ Choi, E King, D Garcia, H Das, T Wang, K Ross, ... Journal of Intelligent Manufacturing, 1-11, 2024 | 1 | 2024 |
J. Nathan KutzProfessor of Applied Mathematics & Electrical and Computer Engineering在 uw.edu 的电子邮件经过验证
