Fast Rust implementation of core xraylarch workflows for large XAS/XAFS datasets.
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Updated
Jul 31, 2026 - Rust
Fast Rust implementation of core xraylarch workflows for large XAS/XAFS datasets.
Rust wrapper for FEFF10 X-ray absorption and electronic structure calculations.
Companion website with an overview of the methods developed in the paper "The Rising Sun Envelope Method: an automatic and accurate peak location technique for XANES measurements".
heterogeneous XAFS spectrum analysis tools
Python wrapper for simplifying XAS analysis workflows.
Utility scripts for XAFS/XANES workflows, including NN-XANES helpers and XYZ-to-FEFF conversion.
End-to-end pipeline for computed X-ray absorption spectra (XAS) from Materials Project, SQLite storage, spectral feature engineering, unsupervised clustering/similarity search, and ML models predicting oxidation state, coordination number, and bond length from spectral shape alone, served through a read-only API.
Oxidation-state classification from K-edge XANES across 8 transition metals: 1D-CNN ensemble + temperature scaling + per-element GBDT/stack comparison.
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