Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material Properties. - Zeren Shui; Daniel S. Karls; Mingjian Wen; Ilia A. Nikiforov; Ellad B. Tadmor; George Karypis (NeurIPS, 2022)

An information-matching approach to optimal experimental design and active learning. - Yonatan Kurniawan; Tracianne B. Neilsen; Benjamin L. Francis; Alex M. Stankovic; Mingjian Wen; Ilia A. Nikiforov; Ellad B. Tadmor; Vasily V. Bulatov; Vincenzo Lordi; Mark K. Transtrum (CoRR, 2024)