Science and medicine

Forschungszentrum Jülich

Shaping change: open source for Big Science

Technologies
gpuHigh-performance computingmpiPythonpytorch
Topics
astrophysicsdatadata-intensive scienceearth-system monitoringneuroscience
Total projects
4
Years participating
1
Most recent
2022

Participation history

1 program years
Projects by participation year 2022: 4 projects 4 2022

Historical projects

2022 4 projects

Official GSoC page ↗

Python array API standard compatibility

Contributor: Neo Sun Han

Heat is a Python library for high-performance data analytics. It gives users access to multi-node processing and GPU support by seamlessly replacing...

RFI Mitigation

Contributor: Pratham Shah

This project explores the use of image analysis in a two-dimensional spectrum to detect RFI (Radio Frequency Interference) in large amounts of...

Interactive benchmarking analysis via Ginko Performance Explorer

Contributor: Tewodros Mesfin

HeAT, an array-based numerical programming framework for large-scale parallel processing with an easy-to-use NumPy-like API. HeAT utilizes PyTorch as...

Memory-Distributed Singular value decomposition.

Contributor: V. Sai Suraj

The major goal of the project is to develop a distributed SVD algorithm that is both efficient and numerically stable in Heat. This will be a major...