New, Alexander

7 publications

ICMLW 2024 Equation Identification for Fluid Flows via Physics-Informed Neural Networks Alexander New, Marisel Villafañe-Delgado, Charles Shugert

ICMLW 2024 Self-Supervised Learning for Crystal Property Prediction via Denoising Alexander New, Nam Q Le, Michael Pekala, Christopher D Stiles

NeurIPSW 2023 Evaluating AI-Guided Design for Scientific Discovery Michael Pekala, Elizabeth Ann Pogue, Kyle McElroy, Alexander New, Gregory Bassen, Brandon Wilfong, Janna Domenico, Tyrel McQueen, Christopher D Stiles

ICMLW 2023 Evaluating the Diversity and Utility of Materials Proposed by Generative Models Alexander New, Michael Pekala, Elizabeth A Pogue, Nam Q Le, Janna Domenico, Christine D. Piatko, Christopher D Stiles

NeurIPSW 2023 Rapid Prediction of Two-Dimensional Airflow in an Operating Room Using Scientific Machine Learning Gary Lynn Collins, Alexander New, Ryan A. Darragh, Brian E. Damit, Christopher D. Stiles

ICMLW 2022 Curvature-Informed Multi-Task Learning for Graph Networks Alexander New, Michael J Pekala, Nam Q Le, Janna Domenico, Christine D. Piatko, Christopher D Stiles

ICMLW 2022 Neural Basis Functions for Accelerating Solutions to High Mach Euler Equations David Witman, Alexander New, Hicham Alkandry, Honest Mrema