pens / libssvdLinks
Streaming GPU Singular Value Decomposition (SVD) and Dynamic Mode Decomposition (DMD).
☆17Updated 2 years ago
Alternatives and similar repositories for libssvd
Users that are interested in libssvd are comparing it to the libraries listed below
Sorting:
- Differentiable interface to FEniCS for JAX☆58Updated 4 years ago
- Dynamic Mode Decomposition☆61Updated 8 years ago
- Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint☆107Updated 2 years ago
- Analysis of initial value ODE solvers☆82Updated last year
- [ICML 2022] Learning Efficient and Robust Ordinary Differential \\ Equations via Invertible Neural Networks☆10Updated 2 years ago
- SymPy based framework for optimized code generation for BSSN formulation of Einstein equation for heterogeneous platforms.☆11Updated 5 months ago
- A library of Krylov methods in pure Python☆66Updated 3 years ago
- An implementation of the 1. Parallel, 2. Streaming, 3. Randomized SVD using MPI4Py☆65Updated 4 years ago
- Turning SymPy expressions into JAX functions☆45Updated 4 years ago
- ☆74Updated 5 years ago
- Scientific Machine Learning Tutorials☆40Updated 4 years ago
- Neural reparameterization improves structural optimization☆127Updated 2 months ago
- ☆70Updated 6 years ago
- 18.336 - Fast Methods for Partial Differential and Integral Equations☆190Updated last week
- Krylov subspace methods package for Python☆107Updated last year
- A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations☆132Updated 2 weeks ago
- AlgoPy is a Research Prototype for Algorithmic Differentation in Python☆88Updated last year
- A generic FEM solver by meta-expressions☆18Updated 2 years ago
- Linnea is an experimental tool for the automatic generation of optimized code for linear algebra problems.☆71Updated 5 months ago
- Slides/notes and Jupyter notebook demos for an introductory course of numerical methods for PDEs☆22Updated last year
- Benchmark for learning stiff problems using physics-informed machine learning☆12Updated 4 years ago
- Fast linear algebra in MATLAB☆70Updated 2 years ago
- Stiff Neural Ordinary Differential Equations☆35Updated 2 years ago
- Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling☆87Updated 4 years ago
- Differentiable interface to FEniCS for PyMC3☆22Updated 3 years ago
- SciML-Bench Benchmarks for Scientific Machine Learning (SciML), Physics-Informed Machine Learning (PIML), and Scientific AI Performance☆25Updated 2 weeks ago
- Learning Green's functions of partial differential equations with deep learning.☆71Updated 2 years ago
- A collection of relevant literature related to advancement of machine learning techniques for turbulence modeling and analysis☆17Updated 6 years ago
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆28Updated 7 years ago
- Python wrapper for the sparse QR decomposition in SuiteSparseQR.☆38Updated this week