Crucial supplies producer USA Uncommon Earth, Inc. (NASDAQ: USAR), neutral-atom quantum computing developer Pasqal (NASDAQ: PSQL), and industrial chemistry AI agency Riven Programs have shaped a strategic partnership to develop quantum machine studying (QML) fashions for uncommon earth aspect (REE) separation. The collaboration combines Pasqal’s neutral-atom quantum processing items (QPUs), Riven’s autonomous chemistry laboratory, and USA Uncommon Earth’s feedstock processing flowsheets to establish high-selectivity extractant molecules for heavy uncommon earth oxides.
Addressing Western provide chain dependencies—significantly for heavy uncommon earths resembling dysprosium, terbium, and yttrium—the undertaking goals to optimize chemical separation with out conventional trial-and-error chemistry. Below the workflow, Riven generates empirical coaching knowledge by way of automated bodily experiments. Pasqal then executes and benchmarks QML fashions in opposition to classical compute architectures to foretell molecule binding conduct. Candidate extractants will endure hardware-in-the-loop validation at USA Uncommon Earth’s Wheat Ridge, Colorado R&D facility utilizing feedstocks from its Spherical High deposit in Texas, Brazilian belongings, and recycled magnet swarf.
| [ USA Rare Earth, Pasqal & Riven Systems Partnership Architecture ] | ||
|---|---|---|
| Associate Entity | Core Functionality & Expertise | Venture Deliverable & Scope |
| • Pasqal (PSQL) | • Impartial-Atom QPU {Hardware} & QML Algorithms | • QML Extractant Selectivity Modeling & Benchmarking |
| • Riven Programs | • Self-Driving Lab & Autonomous Automated Synthesizers | • Empirical Coaching Information Technology & Bodily Screening |
| • USA Uncommon Earth (USAR) | • Spherical High Mine Feedstocks & Processing Flowsheets | • Validation in Wheat Ridge Lab & Flowsheet Integration |
If validated, focused extractants might cut back tools necessities, stage counts, and vitality utilization in industrial processing amenities. The initiative expands Pasqal’s industrial utility footprint—which incorporates quantum simulation deployments with Saudi Aramco and Crédit Agricole CIB—by making use of analog and digital neutral-atom algorithms to materials chemistry workflows.
Evaluate the joint press launch by way of Pasqal Newsroom right here.
September 18, 2026
