Multi-fidelity probability machine learning
☆21Apr 25, 2026Updated 2 months ago
Alternatives and similar repositories for mfpml
Users that are interested in mfpml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This Matlab files are used to demonstrate on how to perform Reliability-based Design Optimization (RBDO) using FERUM. Two approaches are …☆16Aug 21, 2023Updated 2 years ago
- an active-learning method for reliability analysis based on multi-fidelity kriging model☆43Nov 6, 2023Updated 2 years ago
- This code realizes the construction of cokriging model, which is used for the structural size design of solder joints. The input is the r…☆11Aug 11, 2023Updated 2 years ago
- ☆40Sep 11, 2023Updated 2 years ago
- Multi-fidelity modeling using Gaussian processes and nonlinear auto-regressive schemes.☆69Dec 28, 2016Updated 9 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.
- multi-fidelity fusion toolbox with (MF) Bayesian optimization☆19Sep 20, 2024Updated last year
- [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
- multi-fidelity neural network☆24Mar 1, 2026Updated 4 months ago
- Reliability-based Design Optimization☆12Apr 9, 2024Updated 2 years ago
- Customized FERUM (Finite Element Reliability Using Matlab)☆13Apr 15, 2022Updated 4 years ago
- The code is used to solve structural reliability analysis problem via the BSC_RLCB method☆16Nov 19, 2021Updated 4 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
- Collection of Multi-Fidelity benchmark functions☆30Aug 29, 2025Updated 10 months ago
- Multi-fidelity Gaussian Process Regression☆12Mar 22, 2023Updated 3 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.
- Mesh-independent treatment for straightforward modelling of (non-linear) fracture mechanical processes using a mixed mode cohesive zone m…☆15Aug 10, 2021Updated 4 years ago
- High-aspect-ratio composite wing nonlinear aeroelastic toolbox☆22Aug 11, 2019Updated 6 years ago
- Martingale posterior neural networks for fast sequential decision making @ Neurips 2025☆25Nov 13, 2025Updated 7 months ago
- ☆43May 10, 2023Updated 3 years ago
- ☆27Aug 19, 2025Updated 10 months ago
- This is a compact code for reliability analysis under uncertainty using a Polynomial Regression Machine Learning approach. The code imple…☆15Sep 12, 2019Updated 6 years ago
- Multi-fidelity regression with neural networks☆18Oct 29, 2025Updated 8 months ago
- A MATLAB implementation of the co-kriging process using the DACE toolbox☆43Apr 28, 2017Updated 9 years ago
- Statistical extreme value analysis of storm surges with Python☆13Jan 3, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Gradient-enhanced Kriging surrogate model☆27Dec 5, 2025Updated 6 months ago
- ☆49May 18, 2022Updated 4 years ago
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆23May 11, 2025Updated last year
- SAASBO: a package for high-dimensional bayesian optimization☆53Sep 16, 2021Updated 4 years ago
- matlab code achieving Hierarchical Kriging model (a kind of variable fidelity surrogate, which can be regard as an improved version of co…☆30Jun 22, 2019Updated 7 years ago
- This library has a lot of Fortran Routines for model implicit material constitutive behavior. There are implementation of Neo-Hooken, Odg…☆27May 20, 2017Updated 9 years ago
- Automated representative volume element simulator via abaqus for material constitutive law discovery☆35May 6, 2026Updated last month
- Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity☆20Mar 20, 2025Updated last year
- Open-source toolkit that provides finite element model based optimization frameworks for generating training data and machine learning mo…☆29Oct 3, 2025Updated 8 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Multi-fidelity reduced-order surrogate modeling☆34Jun 17, 2025Updated last year
- ☆48Nov 5, 2022Updated 3 years ago
- Data Driven Modelling of Composites☆11Sep 6, 2017Updated 8 years ago
- a curvature model for the generation of tubes☆18Aug 17, 2022Updated 3 years ago
- Collection of theories and implementations on the field of Mechanics☆11Nov 20, 2023Updated 2 years ago
- Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.☆19Jun 25, 2023Updated 3 years ago
- A preprocessor for finite element analysis using Matlab, which imports model information from Abaqus *.inp files.☆31Mar 3, 2021Updated 5 years ago