Alec J. Linot

Alec J. Linot

University of California Los Angeles - Los Angeles / United States
Engineering & Technology / Mechanical Engineering
AD Scientific Index ID: 5915815
University of California
person_outline Alec J. Linot's MOST POPULAR ARTICLES
1-) Deep learning to discover and predict dynamics on an inertial manifoldAJ Linot, MD GrahamPhysical Review E 101 (6), 062209, 2020802020
2-) Stabilized neural ordinary differential equations for long-time forecasting of dynamical systemsAJ Linot, JW Burby, Q Tang, P Balaprakash, MD Graham, R MaulikJournal of Computational Physics 474, 111838, 2023442023
3-) Data-driven reduced-order modeling of spatiotemporal chaos with neural ordinary differential equationsAJ Linot, MD GrahamChaos: An Interdisciplinary Journal of Nonlinear Science 32 (7), 2022362022
4-) Data-driven control of spatiotemporal chaos with reduced-order neural ODE-based models and reinforcement learningK Zeng, AJ Linot, MD GrahamProceedings of the Royal Society A 478 (2267), 20220297, 2022262022
5-) Turbulence control in plane Couette flow using low-dimensional neural ODE-based models and deep reinforcement learningAJ Linot, K Zeng, MD GrahamInternational Journal of Heat and Fluid Flow 101, 109139, 2023232023