Armina Guevara

University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab)

Berkeley, CA

United States

  • University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab)

SCHOLARLY PAPERS

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Scholarly Papers (1)

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1.

Machine-Learning-Based Efficient Parameter Space Exploration for Energy Storage Systems

Number of pages: 22 Posted: 20 Aug 2024
Maher B. Alghalayini, Daniel Collins-Wildman, Kenneth Higa, Armina Guevara, Vincent Battaglia, Marcus M. Noack, Stephen J. Harris and Sneak Peek Administrator
University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab) and Independent
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Abstract:

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Machine Learning, Bayesian Optimization, Gaussian Process, Stochastic Modeling, Parameter Space, Efficient Exploration, Energy Storage, Battery Failure Modeling, Complex Cycling Conditions