Mapping Galaxy Images Across Ultraviolet, Visible and Infrared Bands Using Generative Deep LearningAstrophysical Journal (ApJ), 2025 |
Nested Diffusion Models Using Hierarchical Latent PriorsComputer Vision and Pattern Recognition (CVPR), 2024 |
Diff-PIC: Revolutionizing Particle-In-Cell Simulation for Advancing
Nuclear Fusion with Diffusion ModelsInternational Conference on Learning Representations (ICLR), 2024 |
Predicting the Radiation Field of Molecular Clouds using Denoising
Diffusion Probabilistic ModelsAstrophysical Journal (ApJ), 2023 |
SoK: Privacy-Preserving Data SynthesisIEEE Symposium on Security and Privacy (IEEE S&P), 2023 |
Multiscale Flow for Robust and Optimal Cosmological AnalysisProceedings of the National Academy of Sciences of the United States of America (PNAS), 2023 |
Astronomia ex machina: a history, primer, and outlook on neural networks
in astronomyRoyal Society Open Science (RSOS), 2022 |