An evaluation framework for machine learning models simulating high-throughput materials discovery.

A toolkit for visualizations in materials informatics.

Diagrams of concepts in physics/chemistry/ML

Naive Svelte Masonry component without column balancing (ragged columns at the bottom)

Pushing the Pareto front of band gap and permittivity with ML-guided dielectric materials discovery incl. experimental synthesis and characterization.

Awesome examples of SvelteKit in the wild

Interactive browser visualizations for materials science: periodic tables, 3d crystal structures, Bohr atoms, nuclei, heatmaps, scatter plots.

Random assortment of docs-related Svelte components

Awesome resources on normalizing flows.

Keyboard-friendly, accessible and highly customizable multi-select component

Reduce multiple PyTorch TensorBoard runs to new event (or CSV) files.

Multiplicative Normalizing Flows in PyTorch.

Multiplicative normalizing flow: variational Bayesian neural networks with increased posterior flexibility thanks to normalizing flows

Data-driven risk-conscious thermoelectric materials discovery

Sticky responsive table of contents component

Homepage of the ERC Advanced Grant research project Ocean artUp

CLI + Python API for batch compressing PDFs

Ain't no place like ~. Scripts and config files to setup macOS from scratch.

Code formatter for iPython cells

Phonons from ML force fields

My blog.

Homepage of the German student-run non-profit Afara e.V. built Svelte and Contentful.

Runs periodic GitHub Actions to change settings on your repos if they differ from .repo-config.yaml.