Nested-Batch-Mode Learning and Stochastic Optimization with An Application to Sequential MultiStage Testing in Materials Science. - Yingfei Wang; Kristofer G. Reyes; Keith A. Brown; Chad A. Mirkin; Warren B. Powell (SIAM J. Sci. Comput., 2015)

A stepped-sine curve-fit algorithm for finding cantilever resonance shifts in AFM. - Zhixin Kang; Verda Saygin; Keith A. Brown; Sean B. Andersson (ACC, 2019)

Magnetorheological Fluid-Based Flow Control for Soft Robots. - Kevin J. McDonald; Abigail Rendos; Stephanie J. Woodman; Keith A. Brown; Tommaso Ranzani (Adv. Intell. Syst., 2020)

Designing Composites with Target Effective Young's Modulus using Reinforcement Learning. - Aldair E. Gongora; Siddharth Mysore; Beichen Li; Wan Shou; Wojciech Matusik; Elise F. Morgan; Keith A. Brown; Emily Whiting (SCF, 2021)

Dimensions of Smart Additive Manufacturing. - Keith A. Brown; Grace X. Gu (Adv. Intell. Syst., 2021)

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)

Data-Driven Nonlinear Deformation Design of 3D-Printable Shells. - Samuel Silverman; Kelsey L. Snapp; Keith A. Brown; Emily Whiting (CoRR, 2024)

Computational challenges in additive manufacturing for metamaterials design. - Keith A. Brown; Grace X. Gu (Nat. Comput. Sci., 2024)