Flow Matching for Scalable Simulation-Based InferenceNeural Information Processing Systems (NeurIPS), 2023 |
Learning Robust Statistics for Simulation-based Inference under Model
MisspecificationNeural Information Processing Systems (NeurIPS), 2023 |
Neural Importance Sampling for Rapid and Reliable Gravitational-Wave
InferencePhysical Review Letters (PRL), 2022 |
Inference-optimized AI and high performance computing for gravitational
wave detection at scaleFrontiers in Artificial Intelligence (FAI), 2022 |
Group equivariant neural posterior estimationInternational Conference on Learning Representations (ICLR), 2021 |
A deep generative model for probabilistic energy forecasting in power
systems: normalizing flowsApplied Energy (Appl. Energy), 2021 |