Machine-Learning Electron Dynamics with Moment Propagation Theory: Application to Optical Absorption Spectrum Computation Using Real-Time TDDFT Publications Journal of Chemical Theory and Computation
AERIS: Argonne Earth Systems Model for Reliable and Skillful Predictions Publications SC '25: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis
Toucan: A Performance Portable, Scalable Implementation of the DECA Algorithm Publications Computational Materials Science
ExaCA v2.0: A Versatile, Scalable, and Performance Portable Cellular Automata Application for Additive Manufacturing Solidification Publications Computational Materials Science
Cosmological Hydrodynamics at Exascale: A Trillion-Particle Leap in Capability Publications SC '25: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis
Sketch-Augmented Features Improve Learning Long-Range Dependencies in Graph Neural Networks Publications NeurIPS 2025: The Thirty-Ninth Annual Conference on Neural Information Processing Systems
Quality Measures for Dynamic Graph Generative Models Publications ICLR 2025: The Thirteenth International Conference on Learning Representations
A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation Publications Proceedings of the AAAI Conference on Artificial Intelligence
Precision Measurement of Neutrino Oscillation Parameters with 10 Years of Data from the NOvA Experiment Publications Physical Review Letters
