Benchmarking the Performance of Bayesian Optimization across Multiple Experimental Materials Science Domains. - Qiaohao Liang; Aldair E. Gongora; Zekun Ren; Armi Tiihonen; Zhe Liu 040; Shijing Sun; James R. Deneault; Daniil Bash; Flore Mekki-Berrada; Saif A. Khan; Kedar Hippalgaonkar; Benji Maruyama; et al. (CoRR, 2021)

Machine Learning with Knowledge Constraints for Process Optimization of Open-Air Perovskite Solar Cell Manufacturing. - Zhe Liu 040; Nicholas Rolston; Austin C. Flick; Thomas Colburn; Zekun Ren; Reinhold H. Dauskardt; Tonio Buonassisi (CoRR, 2021)

Opportunities for Machine Learning to Accelerate Halide Perovskite Commercialization and Scale-Up. - Rishi E. Kumar; Armi Tiihonen; Shijing Sun; David P. Fenning; Zhe Liu 040; Tonio Buonassisi (CoRR, 2021)