Closed-loop optimization of fast-charging protocols for batteries with machine learning
Peter M. Attia, Aditya Grover, Norman Jin, Kristen Severson, Todor Markov, Yang-Hung Liao, Michael H. Chen, Bryan Cheong, Nicholas Perkins, Zi Yang, Patrick K. Herring, Muratahan Aykol, Stephen J. Harris, Richard D. Braatz, Stefano Ermon, William C. Chueh
Topics & Concepts
Bayesian optimizationComputer scienceBattery (electricity)Range (aeronautics)Key (lock)Process (computing)Reliability engineeringMachine learningEngineeringPower (physics)PhysicsAerospace engineeringComputer securityOperating systemQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsFuel Cells and Related Materials