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Julius Berner
Julius Berner
9
papers
956
total citations
papers (9)
Mathematical Capabilities of ChatGPT
NEURIPS 2023
arXiv
534
citations
Improved sampling via learned diffusions
ICLR 2024
arXiv
93
citations
DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training
ICML 2024
arXiv
92
citations
Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing
CVPR 2025
arXiv
92
citations
Neural Operators with Localized Integral and Differential Kernels
ICML 2024
arXiv
56
citations
Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning
NEURIPS 2020
arXiv
55
citations
Guided Diffusion Sampling on Function Spaces with Applications to PDEs
NEURIPS 2025
arXiv
15
citations
Solving Poisson Equations using Neural Walk-on-Spheres
ICML 2024
arXiv
10
citations
Trust Region Constrained Measure Transport in Path Space for Stochastic Optimal Control and Inference
NEURIPS 2025
arXiv
9
citations