M. McIntire

Sparse Gaussian Processes for Bayesian Optimization

Stefano Ermon, Daniel Ratner, Mitchell McIntire, 2016, UAI.

Coupling between oxygen redox and cation migration explains unusual electrochemistry in lithium-rich layered oxides

William E. Gent, Taylor A. Barnes, S. Ermon, 2017, Nature Communications.

Bayesian Optimization of a Free-Electron Laser.

S. Ermon, M. McIntire, D. Ratner, 2019, Physical review letters.

Bayesian Optimization of FEL Performance at LCLS

Stefano Ermon, Daniel Ratner, Mitchell McIntire, 2016 .