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78 public repositories
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Mitigating the high computational costs associated with applying Bayesian model updating in inverse problems / Uncertainty Quantification and Efficient Sensitivity Analysis by using Surrogate Models
Updated
Jun 13, 2024
Python
🏆 A ranked list of awesome atomistic machine learning projects ⚛️🧬💎.
R interface to 'dgpsi' for deep and linked Gaussian process emulations
Python package 'dgpsi' for deep and linked Gaussian process emulations
Updated
Jun 12, 2024
Python
Efficient global optimization toolbox in Rust: bayesian optimization, mixture of gaussian processes, sampling methods
Updated
Jun 10, 2024
Rust
A framework based on the tensor train decomposition for working with multivariate functions and multidimensional arrays
Updated
Jun 7, 2024
Python
Surrogate Modeling Toolbox
Updated
Jun 7, 2024
Jupyter Notebook
A GNN-based surrogate model of urban drainage networks.
Updated
Jun 4, 2024
Jupyter Notebook
Python interface to automatically formulate Machine Learning models into Mixed-Integer Programs
Updated
Jun 3, 2024
Python
NKCS model for exploring aspects of (surrogate-assisted) coevolution.
Updated
May 21, 2024
Python
EA codes from CIAM Group at SUSTech, Shenzhen, China
Updated
May 16, 2024
MATLAB
Confident Naturalness Explanation (CNE): A Framework to Explain and Assess Patterns Forming Naturalness in Fennoscandia with Confidence
Updated
May 7, 2024
Jupyter Notebook
Surrogate modeling and optimization for scientific machine learning (SciML)
Updated
Jun 10, 2024
Julia
This repository contains code and data for optimizing punch and die design to minimize punched deviations in PCB registraion.
Updated
May 6, 2024
Jupyter Notebook
Package for data-driven and phenomenological gravitational waveform models
Updated
Apr 29, 2024
Jupyter Notebook
DrivAerNet: A Parametric Car Dataset for Data-driven Aerodynamic Design and Graph-Based Drag Prediction
Updated
Apr 29, 2024
Python
Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network
Updated
Apr 24, 2024
Python
An easy to use interface to gravitational wave surrogate models
Updated
Jun 8, 2024
Jupyter Notebook
Sandia Uncertainty Quantification Toolkit
Updated
Apr 9, 2024
Fortran
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