Multi-fidelity regression with neural networks
☆18Oct 29, 2025Updated 8 months ago
Alternatives and similar repositories for MultiFidelity_NNs
Users that are interested in MultiFidelity_NNs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆43May 10, 2023Updated 3 years ago
- Multi-fidelity reduced-order surrogate modeling☆35Jun 17, 2025Updated last year
- multi-fidelity neural network☆24Mar 1, 2026Updated 4 months ago
- Multi-fidelity Gaussian Process☆28Jan 10, 2021Updated 5 years ago
- ☆41Sep 11, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of n…☆41Jul 12, 2023Updated 3 years ago
- ☆50May 18, 2022Updated 4 years ago
- Collection of Multi-Fidelity benchmark functions☆30Aug 29, 2025Updated 10 months ago
- 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
- A Multi-Fidelity Workflow for Conceptual Design Using Graph Neural Network-Based Field Prediction Surrogate Model☆14Mar 16, 2026Updated 4 months ago
- Multi-fidelity probability machine learning☆21Apr 25, 2026Updated 3 months ago
- Gradient-enhanced Kriging surrogate model☆27Dec 5, 2025Updated 7 months ago
- ☆13Dec 5, 2022Updated 3 years ago
- Empowering extended Kalman filter (EKF) with Sparse Identification of Nonlinear Dynamics (SINDy)☆68Apr 25, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code attached to the paper: Uncertainty Quantification of Surrogate Models using Conformal Prediction☆29Nov 13, 2025Updated 8 months ago
- Multi-task physics-informed neural networks☆25Oct 29, 2022Updated 3 years ago
- Code for the paper titled "Generalized Depthwise-Separable Convolutions for Adversarially Robust and Efficient Neural Networks" (NeurIPS…☆11Jan 7, 2022Updated 4 years ago
- implementation of physics-informed variational auto-encoder☆20Oct 26, 2023Updated 2 years ago
- ☆39Feb 28, 2025Updated last year
- ☆12Jul 17, 2023Updated 3 years ago
- This repository comprises Jupyter Notebooks that serve as supplementary material to the journal article titled "Review of Multifidelity M…☆12Sep 23, 2023Updated 2 years ago
- Codes related to our paper "Sparse Polynomial Chaos Expansions via D-optimal Designs and Compressed Sensing." https://www.sciencedirect.…☆20Jun 14, 2019Updated 7 years ago
- A finite element code for prediction of the response of viscoelastic materials☆11Mar 14, 2023Updated 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.
- [ICLR 2022] "Bayesian Modeling and Uncertainty Quantification for Learning to Optimize: What, Why, and How" by Yuning You, Yue Cao, Tianl…☆14Aug 19, 2022Updated 3 years ago
- Automated representative volume element simulator via abaqus for material constitutive law discovery☆36May 6, 2026Updated 2 months ago
- Dataset of Airfoil Aerodynamic and Geometric Coefficients☆20Apr 1, 2026Updated 3 months ago
- An semi-supervised extension based on VAE for Regression, demonstrate its performance on two soft sensor benchmark problems.☆27Aug 15, 2023Updated 2 years ago
- A pipeline framework for data science projects☆10Aug 9, 2022Updated 3 years ago
- Mechanical-MNIST is a benchmark dataset for mechanical meta-models -- this repository contains code to generate metamodels for Mechanica…☆44Mar 18, 2020Updated 6 years ago
- Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data☆50Jul 23, 2020Updated 6 years ago
- Welcome to the CTF for Science Framework, a modular and extensible platform designed for benchmarking modeling methods on dynamic systems…☆45Jun 19, 2026Updated last month
- Code Library for Multi-sphere Particles. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2…☆16May 6, 2021Updated 5 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.
- PAC-Bayes generalization certificates for ICP☆22Nov 16, 2023Updated 2 years ago
- AAAI 2023: Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks☆33Jul 23, 2023Updated 3 years ago
- ☆14Sep 29, 2025Updated 9 months ago
- Official repo for AAAI 2023 paper "Stable Learning via Sparse Variable Independence".☆13Jun 6, 2024Updated 2 years ago
- CRATE: Accurate and efficient clustering-based nonlinear analysis of heterogeneous materials through computational homogenization☆49Jul 11, 2025Updated last year
- ☆11Nov 5, 2022Updated 3 years ago
- This repository performs radiative heat transfer calculations in a user defined enclosure with a participating medium by using Monte Carl…☆10Updated this week