Aclara Resources and Argonne Validate Rare Earth Separation Model for 478-Stage Louisiana Refinery

Nov 2, 2026

4 minute read.

Highlights

  • Aclara and Argonne completed a validated steady-state separation model for Project Dynamo, a 478-stage rare earth refinery planned for Louisiana.
  • The model uses Virginia demonstration-plant data but does not yet address dynamic feedstock changes, scale-up benchmarks, or quantified cost savings.
  • DOE Genesis Mission Phase I for AI-driven digital twin and automated controls remains under an unfinished award agreement, with Phase II still possible.
  • REEx rates the milestone as technically credible but commercially unquantified, urging investors to demand proven recovery and cost improvements before assigning an AI premium.

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By Daniel

Inspired to launch Rare Earth Exchanges in part due to his lifelong passion for geology and mineralogy, and patriotism, to ensure America and free market economies develop their own rare earth and critical mineral supply chains.

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Aclara Resources and Argonne National Laboratory validate a computer model for a 478-stage Louisiana rare earth refinery, but commercial proof remains elusive. (read full article...)

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