Steven L. Brunton
University of Washington
H-index: 70
North America-United States
Top articles of Steven L. Brunton
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Extending the aircraft flight envelope by mitigating transonic airfoil buffet | arXiv preprint arXiv:2401.08894 | Esther Lagemann Steven L Brunton Wolfgang Schröder Christian Lagemann | 2024/1/17 |
Constrained optimization of sensor placement for nuclear digital twins | IEEE Sensors Journal | Niharika Karnik Mohammad G Abdo Carlos E Estrada-Perez Jun Soo Yoo Joshua J Cogliati | 2024/2/28 |
Sensorimotor delays constrain robust locomotion in a 3D kinematic model of fly walking | bioRxiv | Lili Karashchuk Jing Shuang Lisa Li Grant M Chou Sarah Walling-Bell Steven L Brunton | 2024 |
Distributed control of partial differential equations using convolutional reinforcement learning | Physica D: Nonlinear Phenomena | Sebastian Peitz Jan Stenner Vikas Chidananda Oliver Wallscheid Steven L Brunton | 2024/2/21 |
Single-pixel imaging of dynamic flows using Neural ODE regularization | Aleksei Sholokhov Joshua Rapp Saleh Nabi Steven Brunton Nathan Kutz | 2024/3 | |
AI Institute in Dynamic Systems: Developing machine learning and AI tools for scientific discovery, engineering design, and data‐driven control | AI Magazine | J Nathan Kutz Steven L Brunton Krithika Manohar Hod Lipson Na Li | 2024 |
Eye tracking in near-eye displays | 2024/2/20 | ||
SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning | arXiv preprint arXiv:2403.09110 | Nicholas Zolman Urban Fasel J Nathan Kutz Steven L Brunton | 2024/3/14 |
Hybrid Physics and Machine Learning Modeling for Material Characterization and Failure Analysis | Navid Zobeiry Ashith Joseph Amirali Eskandariyun Huilong Fu Steven Brunton | 2024 | |
PyDMD: A Python package for robust dynamic mode decomposition | arXiv preprint arXiv:2402.07463 | Sara M Ichinaga Francesco Andreuzzi Nicola Demo Marco Tezzele Karl Lapo | 2024/2/12 |
Koopman-assisted reinforcement learning | arXiv preprint arXiv:2403.02290 | Preston Rozwood Edward Mehrez Ludger Paehler Wen Sun Steven L Brunton | 2024/3/4 |
Multi-fidelity reduced-order surrogate modelling | Proceedings of the Royal Society A | Paolo Conti Mengwu Guo Andrea Manzoni Attilio Frangi Steven L Brunton | 2024/2/7 |
Data-Driven Modeling for Transonic Aeroelastic Analysis | Journal of Aircraft | Nicola Fonzi Steven L Brunton Urban Fasel | 2023/9 |
A parametric evaluation of the interplay between geometry and scale on cross-flow turbines | Bulletin of the American Physical Society | Brian Polagye Aidan Hunt Benjamin Strom Gregory Talpey Hannah Ross | 2023/11/20 |
Neural implicit flow: a mesh-agnostic dimensionality reduction paradigm of spatio-temporal data | Journal of Machine Learning Research | Shaowu Pan Steven L Brunton J Nathan Kutz | 2023/1 |
Data-driven fluid mechanics: combining first principles and machine learning | Miguel A Mendez Andrea Ianiro Bernd R Noack Steven L Brunton | 2023/2/2 | |
Data-Driven Aeroelastic Modeling for Transonic Flutter Analysis | N Fonzi SL Brunton U Fasel | 2023 | |
Bounded nonlinear forecasts of partially observed geophysical systems with physics-constrained deep learning | Physica D: Nonlinear Phenomena | Said Ouala Steven L Brunton Bertrand Chapron Ananda Pascual Fabrice Collard | 2023/4/1 |
Control of Vortex Dynamics using Invariants | arXiv preprint arXiv:2308.03920 | Kartik Krishna Aditya Nair Anand Krishnan Steven L Brunton Eurika Kaiser | 2023/8/7 |
Interpolatory input and output projections for flow control | Journal of Fluid Mechanics | Benjamin Herrmann Peter J Baddoo Scott TM Dawson Richard Semaan Steven L Brunton | 2023/9 |
Co-Authors
