Training-Free Neural Active Learning with Initialization-Robustness Guarantees. - Apivich Hemachandra; Zhongxiang Dai; Jasraj Singh; See-Kiong Ng; Bryan Kian Hsiang Low (ICML, 2023)

PINNACLE: PINN Adaptive ColLocation and Experimental points selection. - Gregory Kang Ruey Lau; Apivich Hemachandra; See-Kiong Ng; Bryan Kian Hsiang Low (ICLR, 2024)

PIED: Physics-Informed Experimental Design for Inverse Problems. - Apivich Hemachandra; Gregory Kang Ruey Lau; See-Kiong Ng; Bryan Kian Hsiang Low (ICLR, 2025)