Steven L. Brunton
University of Washington(US)University of Washington Applied Physics Laboratory(US)Dynamic Systems (United States)(US)
Publications by Year
Research Areas
Model Reduction and Neural Networks, Fluid Dynamics and Turbulent Flows, Probabilistic and Robust Engineering Design, Fluid Dynamics and Vibration Analysis, Neural Networks and Applications
Most-Cited Works
- → Discovering governing equations from data by sparse identification of nonlinear dynamical systems(2016)4,342 cited
- → Modal Analysis of Fluid Flows: An Overview(2017)1,780 cited
- → Data-driven discovery of partial differential equations(2017)1,500 cited
- → Deep learning for universal linear embeddings of nonlinear dynamics(2018)1,310 cited
- → Dynamic Mode Decomposition(2016)1,098 cited
- → Data-Driven Science and Engineering(2019)1,072 cited
- → Dynamic Mode Decomposition with Control(2016)1,046 cited