Codes related to our paper "Sparse Polynomial Chaos Expansions via D-optimal Designs and Compressed Sensing." https://www.sciencedirect.com/science/article/pii/S0045782518301452?via%3Dihub
☆20Jun 14, 2019Updated 7 years ago
Alternatives and similar repositories for DOPT_PCE
Users that are interested in DOPT_PCE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Randomized Greedy Polynomial Chaos Expansions☆10May 11, 2019Updated 7 years ago
- Matlab codes for Arbitrary Polynomial Chaos Expansion☆15May 18, 2020Updated 6 years ago
- Tools to construct surrogate models based on Hermitian polynomial bases. Includes full-factorial and sparse polynomial chaos expansions v…☆10Nov 8, 2018Updated 7 years ago
- Code developed during my Master's thesis, testing various Compressed Sensing based reconstructions☆15Jun 9, 2014Updated 12 years ago
- Polynomial Chaos Expansion Toolbox for MATLAB☆34Jul 31, 2025Updated last year
- 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.
- The Demo of Caiafa's paper: Multidimensional compressed sensing and their applications. Because we can not open MEGA in P. R. China, the …☆18Apr 21, 2018Updated 8 years ago
- Example codes for the SIAM Journal on Scientific Computing (SISC) paper "High-Dimensional Dynamic Stochastic Model Representation"☆23Dec 4, 2023Updated 2 years ago
- Multi-resolution approximate message passing algorithm for multi-resolution compressed sensing problem☆20Jun 6, 2016Updated 10 years ago
- Matlab code for compressive sensing☆13Dec 27, 2017Updated 8 years ago
- Subset simulation is a method of estimating low probability events. Here I adapt SS to perform well with correlated inputs.☆11Jan 9, 2019Updated 7 years ago
- MATLAB rendition of a stable orthonormalization algorithm, visualization and showcasing numerical stability☆10Jun 11, 2021Updated 5 years ago
- Implementation of Stochastic Gradient Descent algorithms in Python (cite https://doi.org/10.1007/s00158-020-02599-z)☆12May 19, 2021Updated 5 years ago
- A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method☆87Dec 3, 2025Updated 9 months ago
- Source codes for Probability-Adaptive Kriging in n-Ball (PAK-Bn) (Kim & Song, 2020)☆11Apr 6, 2025Updated last year
- 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.
- Bayesian Convolutional Neural Networks for Compressed Sensing Restoration☆20Nov 14, 2018Updated 7 years ago
- Source code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models".☆38Jun 14, 2022Updated 4 years ago
- Maximum-rectifier-function approach for stress-based topology optimization☆12Sep 22, 2022Updated 4 years ago
- Nathan Brown- PhD Research on Engineering Design Using Reinforcement Learning with an emphasis on Material Structure and Metamaterial Des…☆11Sep 26, 2022Updated 3 years ago
- This Matlab files are used to demonstrate on how to perform Reliability-based Design Optimization (RBDO) using FERUM. Two approaches are …☆16Aug 21, 2023Updated 3 years ago
- ☆15Nov 29, 2021Updated 4 years ago
- explicit topology optimization☆18Oct 3, 2018Updated 7 years ago
- OpenSees API for MATLAB☆10May 11, 2020Updated 6 years ago
- Implementation of 2 chaotic map encryption schemes in MATLAB.☆28Oct 9, 2020Updated 5 years ago
- 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.
- Multimaterial Topop with Deep Learning☆13Apr 16, 2021Updated 5 years ago
- A Matlab program for extruded-geometric-component-based 3D topology optimization☆15Aug 8, 2020Updated 6 years ago
- In this repository, all the Matlab codes, used for developing my Master Thesis: "Polynomial Chaos Theory: Application to the stability of…☆15Feb 14, 2019Updated 7 years ago
- ☆50Oct 13, 2021Updated 4 years ago
- A MATLAB code of node-based topology optimization in 3D arbitrary domain for additive manufacturing☆17Oct 21, 2022Updated 3 years ago
- An Efficient Gradient Projection Method for Structural Topology Optimization☆16Jul 14, 2020Updated 6 years ago
- ☆29Aug 19, 2025Updated last year
- Topology Optimization under Uncertainty (TOuU)☆18Feb 13, 2019Updated 7 years ago
- Bayesian Compressive Sensing and Multi-task Compressive Sensing☆93Feb 28, 2016Updated 10 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.
- Digital Image Processing Project☆11Nov 25, 2022Updated 3 years ago
- Direct Mesh-free Topology Optimization using Neural Networks☆25Sep 22, 2023Updated 3 years ago
- Image recognition for nerves from ultrasound images using a sliding window CNN☆10Aug 15, 2016Updated 10 years ago
- quantifying of needle visibility and echogenicity in ultrasound images☆11Jan 18, 2019Updated 7 years ago
- Bayesian Partial Least Squares☆16Jun 13, 2018Updated 8 years ago
- Master Thesis - Microscopic object image reconstruction using compressive sensing method.☆11Aug 23, 2017Updated 9 years ago
- The training codes, the training data, and some pre-trained models for my TIP paper "Image Compressed Sensing using Convolutional Neural …☆46Dec 20, 2019Updated 6 years ago