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 6 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☆11May 11, 2019Updated 7 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
- Compressed sensing recovery methods☆12Nov 8, 2017Updated 8 years ago
- Matlab codes for Arbitrary Polynomial Chaos Expansion☆15May 18, 2020Updated 6 years ago
- Code developed during my Master's thesis, testing various Compressed Sensing based reconstructions☆14Jun 9, 2014Updated 11 years 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.
- Group Sparse Representation for Kronecker Compressive Sensing, Image Process. Image Under. (IPIU) 2016☆11Apr 6, 2016Updated 10 years ago
- Polynomial Chaos Expansion Toolbox for MATLAB☆35Jul 31, 2025Updated 9 months ago
- Matlab code for compressive sensing☆13Dec 27, 2017Updated 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 9 years ago
- 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
- MATLAB rendition of a stable orthonormalization algorithm, visualization and showcasing numerical stability☆11Jun 11, 2021Updated 4 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☆85Dec 3, 2025Updated 5 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- An implementation of the Orthogonal Matching Pursuit (OMP) algorithm for recovery of signals in compressive sensing☆23Feb 16, 2018Updated 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
- Source codes for Probability-Adaptive Kriging in n-Ball (PAK-Bn) (Kim & Song, 2020)☆11Apr 6, 2025Updated last year
- Source code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models".☆38Jun 14, 2022Updated 3 years ago
- Maximum-rectifier-function approach for stress-based topology optimization☆11Sep 22, 2022Updated 3 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 2 years ago
- explicit topology optimization☆17Oct 3, 2018Updated 7 years ago
- Multimaterial Topop with Deep Learning☆13Apr 16, 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.
- A Matlab program for extruded-geometric-component-based 3D topology optimization☆15Aug 8, 2020Updated 5 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
- ☆49Oct 13, 2021Updated 4 years ago
- Implementation of 2 chaotic map encryption schemes in MATLAB.☆27Oct 9, 2020Updated 5 years ago
- A MATLAB code of node-based topology optimization in 3D arbitrary domain for additive manufacturing☆17Oct 21, 2022Updated 3 years ago
- 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
- Digital Image Processing Project☆11Nov 25, 2022Updated 3 years ago
- Direct Mesh-free Topology Optimization using Neural Networks☆23Sep 22, 2023Updated 2 years ago
- 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.
- quantifying of needle visibility and echogenicity in ultrasound images☆11Jan 18, 2019Updated 7 years ago
- Matlab code for geometrically nonlinear topology optimization, including stability constraints.☆25Dec 7, 2023Updated 2 years ago
- Convolutional Sparse Coding for Compressed Sensing CT Reconstruction☆44Mar 26, 2019Updated 7 years ago
- Matlab code for Topology Optimization using the UNsmooth VARiational Topology OPtimization (UnVarTop) method☆23Nov 9, 2020Updated 5 years ago
- MATLAB functions for PCA-based dynamic ultrasound image analysis☆10Jun 27, 2019Updated 6 years ago
- Matlab Code for Image compressive sensing recovery using adaptively learned sparsifying basis via L0 minimization☆12Jun 26, 2018Updated 7 years ago
- Novel image compression–encryption hybrid algorithm based on key-controlled measurement matrix in compressive sensing☆11Dec 21, 2018Updated 7 years ago