yunshengtian / AutoOEDLinks
AutoOED: Automated Optimal Experimental Design Platform
☆144Updated 2 years ago
Alternatives and similar repositories for AutoOED
Users that are interested in AutoOED are comparing it to the libraries listed below
Sorting:
- Turning SymPy expressions into PyTorch modules.☆156Updated 2 years ago
- Python library for parallel multiobjective simulation optimization☆87Updated last week
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- ☆112Updated 4 years ago
- OSS library that implements deep learning methods for partial differential equations and much more☆456Updated 3 months ago
- [NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations☆108Updated 2 years ago
- Auto-differentiable and hardware-accelerated force density method☆95Updated 2 weeks ago
- A Bayesian optimization toolbox built on TensorFlow☆245Updated last week
- Neural reparameterization improves structural optimization☆127Updated last month
- ☆74Updated 5 years ago
- Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint☆107Updated 2 years ago
- Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers☆169Updated 3 years ago
- We simulate a wind tunnel, place a rectangular occlusion in it, and then use gradient descent to turn the occlusion into a wing.☆27Updated 5 years ago
- Initial Commit☆19Updated 5 years ago
- Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed c…☆117Updated 3 years ago
- Bayesian algorithm execution (BAX)☆55Updated 4 years ago
- ☆181Updated last month
- Geometric kernels on manifolds, meshes and graphs☆284Updated last month
- Framework for Data-Driven Design & Analysis of Structures & Materials (F3DASM)☆125Updated last month
- Differentiable scientific computing library☆156Updated last year
- ☆87Updated 3 years ago
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆67Updated last year
- ☆65Updated 2 years ago
- A compact, high-performance finite element analysis engine built on JAX.☆63Updated last week
- Python tools for solving data-constrained finite element problems☆14Updated 4 years ago
- Differentiable interface to FEniCS for JAX☆58Updated 4 years ago
- This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).☆104Updated 5 years ago
- Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy☆94Updated last week
- TorchFSM: Fourier Spectral Method with PyTorch☆53Updated 2 weeks ago
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆28Updated 5 years ago