[AAAI 2024 oral] LE-PDE-UQ endows deep learning-based surrogate models with robust and efficient uncertainty quantification capabilities for both forward and inverse problems.
☆19Feb 26, 2024Updated 2 years ago
Alternatives and similar repositories for le-pde-uq
Users that are interested in le-pde-uq are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆30Jan 30, 2024Updated 2 years ago
- ☆12Mar 8, 2025Updated last year
- Physics-informed deep super-resolution of spatiotemporal data☆51Sep 5, 2023Updated 3 years ago
- ☆12Jul 6, 2022Updated 4 years ago
- ☆14Jan 29, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain☆22May 5, 2024Updated 2 years ago
- ☆26Mar 10, 2024Updated 2 years ago
- ☆26May 21, 2024Updated 2 years ago
- [NeurIPS 2020] Task-Agnostic Amortized Inference of Gaussian Process Hyperparameters (AHGP)☆23Dec 9, 2020Updated 5 years ago
- ☆10Mar 31, 2021Updated 5 years ago
- ☆12Oct 28, 2024Updated last year
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆75Jan 13, 2024Updated 2 years ago
- A pipeline framework for data science projects☆10Aug 9, 2022Updated 4 years ago
- Data Structure & Algorithms using C++ and Java(使用 C++ 和 java 的【数据结构与算法】)☆11Jul 4, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Flexible and accessible Python framework for cardiac electrophysiology simulations using finite-difference methods.☆13Oct 14, 2026Updated last week
- ☆315Sep 14, 2024Updated 2 years ago
- Terrain-aware locomotion pipeline for quadruped robots - 95% navigation success, 50% fall reduction using depth camera perception, ML ter…☆14Apr 9, 2026Updated 6 months ago
- ☆11Apr 14, 2022Updated 4 years ago
- ☆13Feb 14, 2022Updated 4 years ago
- Deep identification of symbolic open-form PDEs via enhanced reinforcement-learning☆44Dec 17, 2024Updated last year
- Code associated with the paper: "Higher-order interactions shape collective dynamics differently in hypergraphs and simplicial complexes,…☆14Mar 23, 2023Updated 3 years ago
- ☆24Mar 3, 2023Updated 3 years ago
- Cavs: An Efficient Runtime System for Dynamic Neural Networks☆15Sep 18, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for the ICLR 2020 paper "Learning to Control PDEs"☆38Apr 22, 2020Updated 6 years ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆169May 15, 2024Updated 2 years ago
- ☆29Jun 12, 2025Updated last year
- ☆10Jul 4, 2026Updated 3 months ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆88Apr 10, 2025Updated last year
- Given two topics, the tools classifies wikipedia articles into one of the categories☆13Nov 1, 2017Updated 8 years ago
- A pytorch implementation of the paper "Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images", NIPS, 2015☆16Sep 30, 2019Updated 7 years ago
- Finding Game of Life states that lead to pictures.☆18May 2, 2024Updated 2 years ago
- Solving inverse problems using conditional invertible neural networks.☆36Mar 23, 2021Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Helper scripts for understanding Gödel's Incompleteness Theorem☆14Feb 24, 2022Updated 4 years ago
- Predictive control of aerial swarms in cluttered environments☆12May 12, 2024Updated 2 years ago
- Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multi-phase flow in heterogeneous random media☆16Apr 17, 2019Updated 7 years ago
- BARNN: A Bayesian Autoregressive and Recurrent Neural Network - Official Repository☆17Mar 10, 2025Updated last year
- Ladybird Pattern Formation (LPF)☆14Apr 8, 2026Updated 6 months ago
- In this paper, the predefined-time collision-free formation control issue is investigated for a group of omnidirectional mobile robots. T…☆10Jul 22, 2026Updated 3 months ago
- ☆13Dec 5, 2022Updated 3 years ago