☆66Feb 29, 2024Updated 2 years ago
Alternatives and similar repositories for LDNets
Users that are interested in LDNets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14Mar 8, 2022Updated 4 years ago
- ☆13May 31, 2023Updated 3 years ago
- Repository for the paper "Interpreting Temporal Graph Neural Networks with Koopman Theory"☆12Apr 7, 2026Updated 2 months ago
- Constructing linearizing transformations for reduced-order modeling of nonlinear dynamical systems☆12Jul 23, 2024Updated last year
- Repository for some of the experiments presented in the paper "Deep Learning Alternatives of the Kolmogorov Superposition Theorem", Spotl…☆22Mar 28, 2025Updated last year
- 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.
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆25Mar 27, 2025Updated last year
- ☆18Aug 6, 2024Updated last year
- ☆11Mar 18, 2023Updated 3 years ago
- Learning two-phase microstructure evolution using neural operators and autoencoder architectures☆26Apr 25, 2024Updated 2 years ago
- A Bayesian uncertainty quantification toolbox for discrete and continuum models of granular materials. Note that this repository contains…☆12Sep 20, 2023Updated 2 years ago
- Official implementation of Learning Dissipative Chaos In A Linear Way☆15Feb 6, 2025Updated last year
- Source code for deep learning-based reduced order models in cardiac electrophysiology. Available on doi.org/10.1371/journal.pone.0239416.☆17Sep 7, 2023Updated 2 years ago
- ☆16Nov 20, 2023Updated 2 years ago
- ☆13Dec 5, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆17Jun 1, 2023Updated 3 years ago
- Nonlinear PCA for Spatio-Temporal Analysis of Earth Observation Data☆12Feb 21, 2023Updated 3 years ago
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆39May 15, 2026Updated last month
- Reduced order modeling with shallow recurrent decoder networks☆29Jun 10, 2026Updated 3 weeks ago
- Spectral Neural Operator☆83Dec 20, 2023Updated 2 years ago
- TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks…☆22Mar 25, 2023Updated 3 years ago
- Code accompanying the manuscript "Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition m…☆16Sep 18, 2023Updated 2 years ago
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆88Nov 4, 2024Updated last year
- ☆19Oct 17, 2021Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆16Mar 3, 2023Updated 3 years ago
- Library for computing the Finite-time Lyapunov Exponents of 2D flows using xarray☆10Apr 25, 2022Updated 4 years ago
- Project under CSF407 - AI☆13Jun 24, 2024Updated 2 years ago
- Quantification of Uncertainties in Neural Networks☆11Feb 25, 2026Updated 4 months ago
- [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆62Mar 8, 2026Updated 3 months ago
- ☆14Apr 24, 2026Updated 2 months ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆267Feb 1, 2023Updated 3 years ago
- ☆16Oct 25, 2021Updated 4 years ago
- Supporting code for "Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders"☆21Jan 6, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repository offers a collection of simulation datasets from mechanical simulations of metamaterials. Jupyter notbooks demonstrate how…☆17Nov 1, 2022Updated 3 years ago
- Soving heat transfer problems using PINN with tf2.0☆21Jun 27, 2021Updated 5 years ago
- POD and DMD decomposition of data from fluid dynamics. This work has been produced during my internship at the von Karman Institute for F…☆34Oct 20, 2020Updated 5 years ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆74Jan 13, 2024Updated 2 years ago
- Neural Galerkin☆17Oct 25, 2023Updated 2 years ago
- Active learning of extreme events using deep neural operators.☆16Nov 10, 2022Updated 3 years ago
- Official implementation of "Conformal prediction for multi-dimensional time series by ellipsoidal sets" (ICML 2024 spotlight)☆21Jul 16, 2024Updated last year