Machine learning-guided space-filling designs for high throughput liquid formulation development. - Aniket Chitre; Daria Semochkina; David C. Woods; Alexei A. Lapkin (Comput. Chem. Eng., 2025)

Multi-objective reaction optimization under uncertainties using expected quantile improvement. - Jiyizhe Zhang; Daria Semochkina; Naoto Sugisawa; David C. Woods; Alexei A. Lapkin (Comput. Chem. Eng., 2025)

Multiobjective Optimization Using Expected Quantile Improvement for Decision Making in Disease Outbreaks. - Daria Semochkina; Alexander I. J. Forrester; David C. Woods (SIAM/ASA J. Uncertain. Quantification, 2025)