Solving inverse problems using conditional invertible neural networks.
☆33Mar 23, 2021Updated 5 years ago
Alternatives and similar repositories for inn-surrogate
Users that are interested in inn-surrogate are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆47Jul 6, 2023Updated 2 years ago
- Results of my master thesis. Conditional invertible neural networks in the freia framework were used to dertermine the CO2 concentration …☆10Jan 12, 2020Updated 6 years ago
- Code for the paper "Analyzing inverse problems with invertible neural networks." (2018)☆107Feb 19, 2020Updated 6 years ago
- A python/pytorch package for invertible neural networks☆71Jun 19, 2023Updated 2 years ago
- This repo contains the code to reproduce figures in my dissertation "Passive Imaging and Characterization of the Subsurface With Distribu…☆10Jun 14, 2018Updated 7 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Conditional Invertible Neural Networks for Medical Imaging☆20Jun 29, 2022Updated 3 years ago
- Light Transport Matrix Acquisition☆13Nov 17, 2021Updated 4 years ago
- PyTorch-based radio-interferometric imaging reconstruction package with scalable Bayesian uncertainty quantification relying on data-driv…☆12Feb 17, 2025Updated last year
- [AAAI24] LE-PDE-UQ endows deep learning-based surrogate models with robust and efficient uncertainty quantification capabilities for both…☆18Feb 26, 2024Updated 2 years ago
- This repository contains codes for solving inverse obstacle scattering problems to recover the shape of the obstacle for sound soft, soun…☆13Jul 9, 2024Updated last year
- Uncertainty Quantification in the POD-NN framework☆24Sep 10, 2020Updated 5 years ago
- Codes and data for a manuscript in Interpretation Journal, Aug 2019☆21Oct 1, 2019Updated 6 years ago
- Multi-CCD data-driven PSF modelling☆14Aug 27, 2025Updated 9 months ago
- Differentiable interface to Firedrake for JAX☆15Feb 28, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆10Dec 17, 2019Updated 6 years ago
- Transformers for modeling physical systems☆148Aug 4, 2023Updated 2 years ago
- Material for the CMU Quarks2Cosmos Conference Data Challenges☆14Aug 16, 2023Updated 2 years ago
- Code for our paper "Simulating Molecular Dynamics with Large Timesteps using Recurrent Neural Networks"☆13Jun 12, 2020Updated 5 years ago
- Julia code for acoustic transmission scattering by BEM☆14Jun 20, 2025Updated 11 months ago
- Physics Informed Neural Network for solving 3D transient heat transfer☆16Apr 29, 2026Updated last month
- Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification☆109Aug 4, 2020Updated 5 years ago
- ☆15Jul 6, 2022Updated 3 years ago
- ☆13Jan 15, 2018Updated 8 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Package for flow simulations in pore-network models of porous media☆16Jan 31, 2019Updated 7 years ago
- Framework for Easily Invertible Architectures☆856Jul 3, 2024Updated last year
- Software for SEG2020 abstracts☆16Apr 19, 2021Updated 5 years ago
- ☆15May 11, 2020Updated 6 years ago
- Systems biology: Identifiability analysis and parameter identification via systems-biology-informed neural networks☆37Mar 20, 2025Updated last year
- A fully invertible U-Net for memory efficiency in Pytorch.☆130Jul 9, 2022Updated 3 years ago
- ☆17Feb 10, 2023Updated 3 years ago
- POD-PINN code and manuscript☆60Nov 10, 2024Updated last year
- RunAI&KG prize winner of the 2024 LLM hackathon in materials and chemistry. Create a glossary out of your manuscript in materials and che…☆12Aug 15, 2025Updated 9 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data☆50Jul 23, 2020Updated 5 years ago
- Probability-density-based deep learning paradigm for the fuzzy design of functional metastructures. Research AAAS & NeurIPS ML4PS.☆21Jul 4, 2022Updated 3 years ago
- Tutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems☆20Jul 21, 2024Updated last year
- Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10…☆28Sep 7, 2023Updated 2 years ago
- Data-driven wavefront-based PSF modelling framework.☆22May 21, 2026Updated last week
- ☆10Jul 25, 2022Updated 3 years ago
- [GSI 2023] Learning Lagrangian Fluid Mechanics with E(3)-Equivariant GNNs☆15Jun 3, 2024Updated last year