Julius Berner is a research scientist in NVIDIA’s Fundamental Generative AI Research Group. He did his postdoc at Caltech and received his PhD from the University of Vienna in 2023. His research focuses on (probabilistic) machine learning with applications in the natural sciences, including generative modeling, sampling, and neural solvers for partial differential equations and inverse problems.