rare-earth-elements

The architector python package - for 3D metal complex design. C22085

Integrated Decision-Support Framework For Critical Materials.

Recovery of rare Earth Elements from Phosphogypsum System

Explainable geopolitical, macroeconomic and critical-mineral risk intelligence for human and machine decisions.

Prospectivity for "U - REE" - Peru Central. Mapas de favorabilidad para uranio y tierras raras con datos públicos: validación de fuentes, 40 variables y cinco modelos de machine learning con validación espacial (Geocomputación 1GEO20, PUCP).

Rare Earth Element Separations: an open book introducing REE separation science for new researchers. 21 chapters, 538 cited works, CC BY 4.0. Draft under review. Includes the literature monitor that feeds it.

Local, provider-independent Agent Skill for geochemical data QA and REE, spider, Harker, TAS, K2O-SiO2, and XY figures

MCP server for export-control research and transaction-risk triage across the U.S. EAR, PRC MOFCOM controls, Korean export law, CCL, License Exceptions, FDP rules, and restricted-party screening.

AI-driven Inverse Optimization engine for non-destructive, selective critical mineral extraction and high-value gemstone isolation.

Critical Minerals; reserves and production

Production-grade data harvesting pipeline for Critical Minerals & Materials (CMM) research. Collects from 37 sources (trade, policy, mining, sanctions, satellite, events) into a Bronze/Silver/Gold lakehouse with Dagster orchestration.

AI-driven REE prospectivity platform — InstaGeo ML, Cesium 3D globe, JORC-aligned uncertainty for mining exploration

Data-backed strategy for Alkali Labs to scale low-carbon REE extraction from acid mine drainage. Includes market sizing, microbial tech analysis, and go-to-market models.

Desktop app for the geochemistry of igneous rocks: classification, tectonic discrimination, spider and Sr–Nd–Pb isotope diagrams, each checked against its published source, plus CIPW norm, statistics and kriging maps. Windows, macOS and Linux.

Software to plot a graphic the profile of dimensionless bulk concentration within time. The application compares the accuracy and deviation between QPVSD and PVSD models.

Alta Resource Technologies — independent third-party profile of a public API surface, by API Evangelist. Alta Resource Technologies is a Colorado-based deep-tech company reinventing how critical minerals are sourced. It uses advanced biochemistry — customizable, engineered proteins licensed from Lawrence Livermore National Laboratory and co-develop