optray / MCNP
This repository contains the code for the paper: Monte Carlo Neural PDE Solver for Learning PDEs via Probabilistic Representation (IEEE TPAMI 2025)
☆19Updated 2 months ago
Alternatives and similar repositories for MCNP
Users that are interested in MCNP are comparing it to the libraries listed below
Sorting:
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆84Updated 5 months ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆62Updated 3 weeks ago
- ☆23Updated 2 years ago
- ☆35Updated 2 months ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆32Updated this week
- ICON for in-context operator learning☆51Updated 2 months ago
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆65Updated 6 months ago
- ☆12Updated 2 years ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆25Updated last month
- ☆50Updated 2 years ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆55Updated 11 months ago
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆21Updated 6 months ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆70Updated 6 months ago
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 3 years ago
- ☆72Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆43Updated last year
- Solving High Frequency and Multi-Scale PDEs with Gaussian Processes (ICLR 2024)☆20Updated 11 months ago
- ☆53Updated 3 months ago
- ☆38Updated last year
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆71Updated last month
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆41Updated last year
- ☆14Updated 2 years ago
- ☆21Updated 11 months ago
- ☆43Updated 8 months ago
- ☆41Updated 2 years ago
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆25Updated last year
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆27Updated 5 months ago
- ☆27Updated 2 months ago
- ☆43Updated last year
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆19Updated 11 months ago