DOI: 10.1039/d5dd00518c ISSN: 2635-098X
Cost-aware Bayesian optimization of real-world nanoindentation workflows for accelerated mechanical characterization
Vivek Chawla, Stephen Puplampu, Haochen Zhu, Philip D. Rack, Dayakar Penumadu, Sergei KalininCost-aware Bayesian optimization enables adaptive nanoindentation workflows by accounting for instrument constraints, enabling order-of-magnitude gains in efficiency for adaptive mechanical mapping under real instrument constraints.