TY - RPRT TI - From PINNs to PIKANs: recent advances in physics-informed machine learning AU - Toscano, Juan Diego [Brown University, Providence, RI (United States)] AU - Oommen, Vivek [Brown University, Providence, RI (United States)] AU - Varghese, Alan John [Brown University, Providence, RI (United States)] AU - Zou, Zongren [Brown University, Providence, RI (United States)] AU - Daryakenari, Nazanin Ahmadi [Brown University, Providence, RI (United States)] AU - Wu, Chenxi [Brown University, Providence, RI (United States)] AU - Karniadakis, George Em [Brown University, Providence, RI (United States)] PY - 2025 DO - 10.1007/s44379-025-00015-1 UR - https://www.osti.gov/biblio/2976249 ID - 2976249 ER -