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[PRE REVIEW]: AnyPINN: A Modular, Training-Agnostic Python Library for Physics-Informed Neural Networks

Dockerfile

pre-review

Python

TeX

Track: 5 (DSAIS)Data Science, Artificial Intelligence, and Machine LearningData Science, Artificial Intelligence, and Machine Learning

Status: Open.

#10537 In openjournals/joss-reviews;

· editorialbot opened on May 5, 2026

[PRE REVIEW]: AlgebraOfGraphics.jl: An algebraic grammar of graphics for Julia, powered by Makie.jl

Julia

pre-review

TeX

Track: 5 (DSAIS)Data Science, Artificial Intelligence, and Machine LearningData Science, Artificial Intelligence, and Machine Learning

waitlistedSubmissions in the JOSS backlog due to not having an appropriate editor availableSubmissions in the JOSS backlog due to not having an appropriate editor available

Status: Open.

#10535 In openjournals/joss-reviews;

· editorialbot opened on May 5, 2026

[PRE REVIEW]: APAC: Automatic Parallelisation of C++ Using OpenMP Task Dependencies

C++

CMake

paused

pre-review

Shell

Track: 7 (CSISM)Computer science, Information Science, and MathematicsComputer science, Information Science, and Mathematics

Status: Open.

#10534 In openjournals/joss-reviews;

· editorialbot opened on May 5, 2026

[REVIEW]: CogStim: A Python library for reproducible visual stimulus generation in cognitive and vision research

Python

review

TeX

Track: 4 (SBCS)Social, Behavioral, and Cognitive SciencesSocial, Behavioral, and Cognitive Sciences

Status: Open.

#10532 In openjournals/joss-reviews;

· editorialbot opened on May 5, 2026

[REVIEW]: deadleaves: Creating cluttered visual stimuli in Python

Python

review

TeX

Track: 5 (DSAIS)Data Science, Artificial Intelligence, and Machine LearningData Science, Artificial Intelligence, and Machine Learning

Status: Open.

#10531 In openjournals/joss-reviews;

· editorialbot opened on May 5, 2026

[REVIEW]: MatrixLM: A Julia package to obtain closed-form least squares estimates for matrix linear models.

review

Track: 5 (DSAIS)Data Science, Artificial Intelligence, and Machine LearningData Science, Artificial Intelligence, and Machine Learning

Status: Open.

#10530 In openjournals/joss-reviews;

· editorialbot opened on May 4, 2026

[REVIEW]: ODINN.jl: Scientific machine learning glacier modelling

review

TeX

Track: 6 (ESE)Earth Sciences and EcologyEarth Sciences and Ecology

Status: Open.

#10528 In openjournals/joss-reviews;

· editorialbot opened on May 4, 2026

[PRE REVIEW]: Joule Profiler: A phase-based energy measurement tool

pre-review

Rust

Shell

TeX

Track: 7 (CSISM)Computer science, Information Science, and MathematicsComputer science, Information Science, and Mathematics

Status: Open.

#10527 In openjournals/joss-reviews;

· editorialbot opened on May 4, 2026

[REVIEW]: posterior: Tools for Working with Posterior Distributions in R

R

review

TeX

Track: 5 (DSAIS)Data Science, Artificial Intelligence, and Machine LearningData Science, Artificial Intelligence, and Machine Learning

Status: Open.

#10526 In openjournals/joss-reviews;

· editorialbot opened on May 4, 2026

[PRE REVIEW]: FIRECODE: A Computational Chemistry Workflow Driver and Modular Hub

pre-review

Python

TeX

Track: 2 (BCM)Biomedical Engineering, Biosciences, Chemistry, and MaterialsBiomedical Engineering, Biosciences, Chemistry, and Materials

waitlistedSubmissions in the JOSS backlog due to not having an appropriate editor availableSubmissions in the JOSS backlog due to not having an appropriate editor available

Status: Open.

#10521 In openjournals/joss-reviews;

· editorialbot opened on May 3, 2026

[PRE REVIEW]: CECRET: A Nextflow pipeline for reference-based amplicon consensus generation

Nextflow

pre-review

Python

Shell

Track: 2 (BCM)Biomedical Engineering, Biosciences, Chemistry, and MaterialsBiomedical Engineering, Biosciences, Chemistry, and Materials

waitlistedSubmissions in the JOSS backlog due to not having an appropriate editor availableSubmissions in the JOSS backlog due to not having an appropriate editor available

Status: Open.

#10517 In openjournals/joss-reviews;

· editorialbot opened on May 3, 2026

[REVIEW]: GaussianMarkovRandomFields.jl: Flexible Latent Gaussian Modeling with Sparse Precision in Julia

Julia

Makefile

review

TeX

Track: 5 (DSAIS)Data Science, Artificial Intelligence, and Machine LearningData Science, Artificial Intelligence, and Machine Learning

Status: Open.

#10509 In openjournals/joss-reviews;

· editorialbot opened on May 3, 2026