ucl-bug / jwave
A JAX-based research framework for differentiable and parallelizable acoustic simulations, on CPU, GPUs and TPUs
☆162Updated 6 months ago
Alternatives and similar repositories for jwave:
Users that are interested in jwave are comparing it to the libraries listed below
- A Python interface to k-Wave GPU accelerated binaries☆131Updated this week
- A modelling and optimisation framework for medical ultrasound☆103Updated last month
- Modular and scalable computational imaging in Python with GPU/out-of-core computing.☆134Updated last week
- A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations☆123Updated 6 months ago
- 10 Lectures on Inverse Problems and Imaging☆44Updated last month
- A MATLAB toolbox for prototyping and simulating diagnostic ultrasound imaging systems☆53Updated last week
- A MATLAB toolbox for the time-domain simulation of acoustic wave fields☆62Updated last week
- Nonuniform fast Fourier transforms of types 1 and 2, in 1D, 2D, and 3D, on the GPU☆85Updated last year
- Scientific Computational Imaging COde☆117Updated this week
- Code repository for the 2023 MICCAI Paper "Differentiable Beamforming for Ultrasound Autofocusing"☆30Updated last year
- A high-level, easy-to-deploy non-uniform Fast Fourier Transform in PyTorch.☆226Updated 3 months ago
- Python package for signal processing, with emphasis on iterative methods☆314Updated 3 months ago
- PATATO: A Python PhotoAcoustic Tomography Analysis Toolkit☆17Updated 4 months ago
- ☆48Updated this week
- Functional models and algorithms for sparse signal processing☆89Updated last year
- Descriptions and documents of the project☆15Updated 2 years ago
- Learning function operators with neural networks.☆29Updated 7 months ago
- An Open Source Manufacturing Framework for a Low-cost Ultrasound Tomography Research System☆31Updated last year
- The Simulation and Image Processing for Photonics and Acoustics (SIMPA) toolkit.☆92Updated last week
- vbeam: a fast and differentiable beamformer☆37Updated last week
- GPU/TPU accelerated nonlinear least-squares curve fitting using JAX☆56Updated last year
- Pytorch wrappers for the FINUFFT library☆14Updated 4 months ago
- Fast Fourier Series library.☆19Updated last year
- PyNUFFT: Python non-uniform fast Fourier transform☆200Updated 2 months ago
- PyProximal – Proximal Operators and Algorithms in Python☆61Updated last month
- MATLAB library for the intercomparison of wave models for transcranial ultrasound benchmarks☆20Updated 3 years ago
- Deep-learning iterative solver for the heterogeneous 2D Helmholtz equation☆29Updated 2 years ago
- A generic Fourier beamformer based on the cross-correlation of transmitted and received wavefields☆16Updated 2 years ago
- Non-uniform fast Fourier transform library of types 1,2,3 in dimensions 1,2,3☆329Updated last week
- Iterative Model-Based Phase Aberration Correction and [Sound Speed] Tomography (IMPACT)☆17Updated last year