Topic: "surrogate-modelling"
Mohamedelrefaie/DrivAerNet
A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks
Language: Python - Size: 966 KB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 296 - Forks: 44
AndreiChertkov/teneva
A framework based on the tensor train decomposition for working with multivariate functions and multidimensional arrays
Language: Python - Size: 4.6 MB - Last synced at: 27 days ago - Pushed at: 10 months ago - Stars: 52 - Forks: 2
katiana22/GDM-PCE
Source code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models".
Language: Jupyter Notebook - Size: 55.9 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 23 - Forks: 5
evanseitz/squid-nn
surrogate quantitative interpretability for deepnets
Language: Python - Size: 3.81 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 21 - Forks: 1
smasky/UQPyL
UQPyL is a python package for uncertainty quantification and parameter optimization. 参数不确定性分析及优化工具包。
Language: Python - Size: 264 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 8 - Forks: 3
bbopt/sgtelib
Surrogate model library for Derivative-Free Optimization
Language: C++ - Size: 4.96 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 8 - Forks: 5
Pressio/pressio-tutorials
Tutorials for the C++ pressio library
Language: C++ - Size: 34.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 6 - Forks: 0
vardhah/UUV-design-optimization
A design optimization study of underwater vehicle using Bayesian optimization and deep learning based surrogate model
Language: Jupyter Notebook - Size: 126 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0
transientlunatic/heron
Heron is a surrogate modelling toolkit for python, using Gaussian process regression.
Language: Python - Size: 52.7 MB - Last synced at: 9 days ago - Pushed at: 24 days ago - Stars: 3 - Forks: 1
EshaBiniwale/SBAO-15MW-FOWT-UMaine-semi-sub
Design optimization of floating offshore wind turbine with surrogate models
Language: Jupyter Notebook - Size: 3.08 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 3 - Forks: 3
ymorsi7/SeismicLSTM
Mitigating the high computational costs associated with applying Bayesian model updating in inverse problems / Uncertainty Quantification and Efficient Sensitivity Analysis by using Surrogate Models
Language: Python - Size: 55.3 MB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0
industrial-optimization-group/desdeo-problem
This repository contains the packages that build the problem objects for the desdeo framework.
Language: Python - Size: 2.95 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 12
mandelbrot-walker/Photonic-pspliiter-fm
A 1.55 μm Wideband 1 × 2 Photonic Power Splitter With Arbitrary Ratio: Characterization and Forward Modeling
Language: Jupyter Notebook - Size: 9.57 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 1
Arnukk/CASPIAN
The official repository accompanying the paper "Deep Vision-Based Framework for Coastal Flood Prediction Under Climate Change Impacts and Shoreline Adaptations".
Language: Jupyter Notebook - Size: 275 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 1
evanseitz/squid-manuscript
squid repository for manuscript analysis
Language: Python - Size: 165 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
Ahmed-Bayoumy/SLML
Statistical learning models library for blackbox optimization
Language: Python - Size: 1.95 MB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
sfragkoul/residual-gw-surrogate-modelling
This repository contains scripts that were used for the experiments of our work named "Deep Residual Error and Bag-of-Tricks Learning for Gravitational Wave Surrogate Modeling".
Language: Python - Size: 5.87 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1
leehyeonbeen/cNN-DP
A novel neural network for effective learning of highly impulsive/oscillatory dynamic systems by jointly utilizing low-order derivatives
Language: Python - Size: 10.2 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 1
KHU-MASLAB/cNN-DP_deprecated
cNN-DP: Composite neural network with differential propagation for impulsive nonlinear dynamics.
Language: Python - Size: 11.9 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
industrial-optimization-group/SurrogateAgents2
Surrogate modelling technique selectors
Language: Python - Size: 21.1 MB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 2
ComputationalDesignLab/surrogate-methods
Jupyter book for AAE 590 - Surrogate methods
Language: Jupyter Notebook - Size: 83.9 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
shubhadityaburela/sPOD-NN
Code for performing sPOD based NN prediction for transport-dominated systems
Language: Jupyter Notebook - Size: 1.81 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
CS-433/ml-project-2-rombirli-edoulax-tzurecki
Reinforcement Learning Actors for Blade Pitch Control in Wind Turbine Systems
Language: Jupyter Notebook - Size: 13.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
ka-sarthak/mm-Generator
DL models for generating stress fields in microstructures
Language: Python - Size: 116 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
akapet00/thermal-dosimetry-surrogate
Standardized Benchmark Dataset for Localized Exposure to a Realistic Source at 10-90 GHz
Language: Jupyter Notebook - Size: 28.2 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
leehyeonbeen/cNN-DP_deprecated
cNN-DP: Composite neural network with differential propagation for impulsive nonlinear dynamics.
Language: Python - Size: 11.9 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
mid2SUPAERO/PIR_Mario_Leupolt
Learning Aerodynamics Through Data to Improve Optimization Algorithms
Language: Python - Size: 131 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 1
