Observed arrival · 2026-10-16
Avestiq’s proposed ionic-liquid model
Avestiq describes LILM, a physics-informed model in development for ranking ionic-liquid candidates against industrial performance, safety, life-cycle, and cost criteria.
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- Industrial teams evaluating replacement solvents
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- The homepage says LILM is designed, not yet built, and reports that no prospective benchmark has been run.
Field notes
The model lab is described as running machine-learning, statistical, and optimization demonstrations on published data; the homepage distinguishes these from LILM itself, which it says is not yet built. Its proposed workflow spans performance, recovery, toxicity, life-cycle impact, and economics. The site also labels its ≈10¹⁴ estimate as literature-derived and illustrative, rather than a count of compounds it has screened.
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