shib0li / DNN-MFBOView external linksLinks
Multi-fidelity Bayesian Optimization via Deep Neural Nets
☆35Dec 27, 2020Updated 5 years ago
Alternatives and similar repositories for DNN-MFBO
Users that are interested in DNN-MFBO are comparing it to the libraries listed below
Sorting:
- Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks☆12Nov 3, 2021Updated 4 years ago
- multi-fidelity neural network☆22Jul 18, 2023Updated 2 years ago
- A Multi-objective Multi-fidelity acquisition function for Bayesian optimization based on EHVI method.☆14May 18, 2022Updated 3 years ago
- ☆40Sep 11, 2023Updated 2 years ago
- ☆43May 10, 2023Updated 2 years ago
- Multi-Information Source Optimization☆24May 15, 2019Updated 6 years ago
- Collection of Multi-Fidelity benchmark functions☆29Aug 29, 2025Updated 5 months ago
- Deep Bayesian Optimization for Problems with High-Dimensional Structure☆16Sep 26, 2022Updated 3 years ago
- ☆15Jan 21, 2026Updated 3 weeks ago
- Implementation of physics-informed PointNet (PIPN) for weakly-supervised learning of incompressible flows and thermal fields on irregular…☆14Jun 27, 2025Updated 7 months ago
- ☆45May 18, 2022Updated 3 years ago
- scalable multi-fidelity machine learning☆10Jul 16, 2021Updated 4 years ago
- Multi-fidelity modeling using Gaussian processes and nonlinear auto-regressive schemes.☆71Dec 28, 2016Updated 9 years ago
- Examplary code for NN, MFNN, DynNet, PINNs and CNN☆51Sep 12, 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
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆13Aug 26, 2024Updated last year
- Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of n…☆39Jul 12, 2023Updated 2 years ago
- Multi-fidelity classification with Gaussian process☆18Jul 18, 2023Updated 2 years ago
- ☆21Feb 21, 2024Updated last year
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆42Jan 30, 2024Updated 2 years ago
- Repository for predicting conductivities through Arrhenius parameters for polymer electrolytes.☆23Jul 29, 2024Updated last year
- A physics-informed deep learning (DL)-based constitutive model for investigating epoxy based composites under different ambient condition…☆26Jul 28, 2025Updated 6 months ago
- Multi-fidelity regression with neural networks☆16Oct 29, 2025Updated 3 months ago
- Multi-fidelity Generative Deep Learning Turbulent Flows☆37Jan 13, 2021Updated 5 years ago
- Multifidelity Kriging, Efficient Global Optimization☆19Nov 20, 2018Updated 7 years ago
- An airfoil parametric method☆24Oct 20, 2018Updated 7 years ago
- Matlab code implementing Hamiltonian Annealed Importance Sampling for importance weight, partition function, and log likelihood estimatio…☆27Sep 17, 2014Updated 11 years ago
- Multi-fidelity probability machine learning☆22Nov 3, 2025Updated 3 months ago
- ☆21Dec 12, 2022Updated 3 years ago
- Local search for NAS☆18Nov 3, 2020Updated 5 years ago
- SAASBO: a package for high-dimensional bayesian optimization☆51Sep 16, 2021Updated 4 years ago
- This is a nonlinear elastic constitutive model(Duncan-CHANG EB) UMAT widely used in the field of geotechnical engineering. It can be used…☆27Sep 27, 2022Updated 3 years ago
- Physics-Informed Neural Networks for Solving Multiscale Mode-Resolved Phonon Boltzmann Transport Equation☆22Sep 27, 2021Updated 4 years ago
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆23May 11, 2025Updated 9 months ago
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆22May 11, 2025Updated 9 months ago
- The official implementation of Convergent Graph Solvers (CGS)☆21Feb 1, 2022Updated 4 years ago
- A Matlab toolbox for stochastic response analysis by DR-PDEE/GE-GDEE☆30Dec 19, 2025Updated last month
- Phase Field Fracture modelling in COMSOL☆30Nov 22, 2021Updated 4 years ago
- Supercritical CO2 power block emulator (SCOPE) library is an open-source Modelica library designed for supercritical CO2 power block simu…☆12Aug 1, 2021Updated 4 years ago