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cond-mat.mtrl-sci2026
Shape-Constrained Bayesian Active Learning of Self-Limiting Saturation Curves
Pouyan Navabi, Christos G. Takoudis
Saturation curves, monotone responses that rise from zero to a plateau, recur across gas adsorption, enzyme kinetics, and self-limiting growth. Learning one from a few costly, nois…
cond-mat.mtrl-sci2026
Tuning of Atomic Layer Deposition Pulse Time through Physics-Informed Bayesian Active Learning
Pouyan Navabi, Christos G. Takoudis
Atomic Layer Deposition (ALD) process development is often hindered by time-consuming and precursor-intensive tuning cycles required to identify saturation conditions. We introduce…