Bridging scales with Machine Learning: From first principles statistical mechanics to continuum phase field computations to study order disorder transitions in LixCoO2. - Gregory H. Teichert; Sambit Das; Mostafa Faghih Shojaei; Jamie Holber; Timothy Mueller; Linda Hung; Vikram Gavini; Krishna C. Garikipati (CoRR, 2023)

Physics- and data-driven Active Learning of neural network representations for free energy functions of materials from statistical mechanics. - Jamie Holber; Krishna C. Garikipati (CoRR, 2025)