Bead shape optimization in frequency response problem. - Kohei Shintani; Hideyuki Azegami (JSIAM Lett., 2016)

Active Learning for Feasible Region Discovery. - Nicolas Knudde; Ivo Couckuyt; Kohei Shintani; Tom Dhaene (ICMLA, 2019)

Batch Bayesian Active Learning For Feasible Region Identification by Local Penalization. - Jixiang Qing; Nicolas Knudde; Ivo Couckuyt; Tom Dhaene; Kohei Shintani (WSC, 2020)

VehicleSDF: A 3D generative model for constrained engineering design via surrogate modeling. - Hayata Morita; Kohei Shintani; Chenyang Yuan 001; Frank Permenter (CoRR, 2024)