Yutack Park
- Optimizing Cross-Domain Transfer for Universal Machine Learning Interatomic Potentials
2025/10/13 by Jaesun Kim, Kim, Jaesun, You, Jinmu +22 · 3 citations
Materials Science · Computer Science · Chemistry · #Machine Learning in Materials Science #Computational Drug Discovery Methods #Inorganic Chemistry and Materials
- Application of pretrained universal machine-learning interatomic potential for physicochemical simulation of liquid electrolytes in Li-ion batteries
2025/01/01 by Suyeon Ju, Jinmu You, Gijin Kim +3 · 1 voice · 1 citation
Engineering · Materials Science · #Advanced Battery Technologies Research #Machine Learning in Materials Science
- SevenNet-Polar for MultiTask Prediction of Energy, Forces, Stress, and Born Effective Charges: Development and Application to ZrO2, Li3PO4, and Perovskites
2026/07/16 by Anh Khoa Augustin Lu, Shungo Arai, Yutack Park +3
#cond-mat.mtrl-sci #cond-mat.dis-nn #physics.comp-ph