Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of nanoscale heat transport
☆44Jul 12, 2023Updated 3 years ago
Alternatives and similar repositories for multifidelity-deeponet
Users that are interested in multifidelity-deeponet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Reliable extrapolation of deep neural operators informed by physics or sparse observations☆30Jun 4, 2023Updated 3 years ago
- ☆27Jul 7, 2022Updated 4 years ago
- Implementing a physics-informed DeepONet from scratch☆64Jul 9, 2023Updated 3 years ago
- Tutorials on deep learning, Python, and dissipative particle dynamics☆229Mar 21, 2026Updated 6 months ago
- Multi-fidelity reduced-order surrogate modeling☆35Jun 17, 2025Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Multi-fidelity regression with neural networks☆18Oct 29, 2025Updated 11 months ago
- Gradient-enhanced physics-informed neural networks for forward and inverse PDE problems☆114Apr 15, 2022Updated 4 years ago
- Multi-fidelity Gaussian Process☆30Jan 10, 2021Updated 5 years ago
- Contains implementation of PINN using Tensorflow 2.4.0☆14Apr 28, 2023Updated 3 years ago
- ☆17Jan 18, 2024Updated 2 years ago
- ☆50May 18, 2022Updated 4 years ago
- Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.☆85Aug 4, 2023Updated 3 years ago
- A Deep Learning Approach to Solving PDEs: Implementing Neural Networks with Pytorch and Jax☆10Apr 27, 2023Updated 3 years ago
- A comprehensive and fair comparison of two neural operators (with practical extensions) based on FAIR data☆398Jul 14, 2023Updated 3 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.
- ☆431Dec 3, 2022Updated 3 years ago
- PINN Implementation for IJCAI paper, "Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activat…☆23Jun 19, 2024Updated 2 years ago
- A comprehensive study of non-adaptive and residual-based adaptive sampling for physics-informed neural networks☆107Oct 24, 2022Updated 3 years ago
- Folax (Finite Operator Learning with JAX) is a framework for solving and optimizing PDEs by integrating machine learning with numerical m…☆26Sep 30, 2026Updated last week
- TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks…☆22Mar 25, 2023Updated 3 years ago
- MIONet: Learning multiple-input operators via tensor product☆47Nov 13, 2022Updated 3 years ago
- Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators☆851Jun 25, 2022Updated 4 years ago
- My list of essential Linux applications.☆33Mar 13, 2026Updated 6 months ago
- Multifidelity Kriging, Efficient Global Optimization☆18Nov 20, 2018Updated 7 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆12May 3, 2023Updated 3 years ago
- ☆43May 10, 2023Updated 3 years ago
- XPINN code written in TensorFlow 2☆28Feb 1, 2023Updated 3 years ago
- 本项目利用pytorch实现了一个简易的模块化DeepONet,凭此可以快速的实现一些简易的DeepONet。☆18Jul 2, 2025Updated last year
- ☆40Sep 11, 2023Updated 3 years ago
- Physics-informed neural networks with hard constraints for inverse design☆165Nov 21, 2021Updated 4 years ago
- DeepONet and UQ for power systems transient stability☆13Feb 18, 2023Updated 3 years ago
- ☆30Aug 11, 2022Updated 4 years ago
- ☆16Nov 20, 2023Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- DAS: A deep adaptive sampling method for solving high-dimensional partial differential equations☆41Nov 20, 2024Updated last year
- Python Library for Generalized Gaussian Process Modeling☆28Aug 12, 2026Updated 2 months ago
- ☆31Oct 31, 2023Updated 2 years ago
- ☆21May 13, 2026Updated 5 months ago
- Use SINDY algorithm to discover a dynamical system from coronavirus data☆12Apr 9, 2024Updated 2 years ago
- Extraction of mechanical properties of materials through deep learning from instrumented indentation☆72Mar 16, 2022Updated 4 years ago
- ☆119Oct 16, 2021Updated 4 years ago