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Software Highlights

ESMValTool

The Earth System Model eValuation Tool is a community diagnostics and performance metrics tool for the evaluation of Earth System Models that allows for routine comparison of models and observations.

Big data
Optimized data handling
Visualization
+ 1

NCL
Python
R
+ 7

396

Kernel Tuner

Kernel Tuner greatly simplifies the development of highly-optimized and auto-tuned CUDA, OpenCL, and C code, supporting many advanced use-cases and optimization strategies that speed up the auto-tuning process.

Big data
GPU
High performance computing
+ 3

Python

117

Citation File Format

The Citation File Format lets you provide citation metadata for software or datasets in plaintext files that are easy to read by both humans and machines.

FAIR
Inter-operability & linked data

Python

Research Software Directory

A content management system for research software, which promotes the visibility, reuse, and impact of research software.

FAIR
Research Software Impact
Software Citation

TypeScript
Java
PLpgSQL
+ 7

DeepRank2

DeepRank2 is an open-source deep learning framework for data mining of protein-protein interfaces or single-residue missense variants. This package is an improved and unified version of three previously developed packages: DeepRank, DeepRank-GNN and DeepRank-Mut.

Cancer vaccine
Convolutional Neural Network
Deep Learning Framework
+ 5

Python
Jupyter Notebook
TeX
+ 1

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IncompressibleNavierStokes

This package implements energy-conserving solvers for the incompressible Navier-Stokes equations on a staggered Cartesian grid. It is based on the Matlab package INS2D/INS3D. The simulations can be run on the single/multithreaded CPUs or Nvidia GPUs.

HPC
Scientific machine learning

Julia

AttentionLayer.jl

Implements the Attention mechanism in Julia as a modular Lux layer

Julia Package
Machine learning
Scientific machine learning

Julia

ConvolutionalNeuralOperators.jl

Julia package to implement Convolutional Neural Operators

Julia Package
Machine learning
Scientific machine learning

Julia

CoupledNODE

CoupledNODE.jl is a SciML repository that extends NODEs (Neural Ordinary Differential Equations) to C-NODEs (Coupled Neural ODEs), providing a data-driven approach to modelling solutions for multiscale systems when exact solutions are not feasible.

Julia Language
Julia Package
Machine learning
+ 1

Julia
Shell

speckcn2

SpeckleCn2Profiler revolutionizes satellite communication, combining SCIDAR and AI. By accurately estimating turbulence strength and refining signals, it ensures reliable performance in any environment. Dive into our repository and join the quest to transform optical links.

Scientific machine learning

Python
Nix