Development

ML-guided simulation finds new 2D membrane materials

development2025-12-31

Claim

Machine-learning-guided simulations identified new two-dimensional materials for proton-conducting membranes, while ETH Zurich developed electrolysis to neutralize DDT.

Reporting date: 2025-12-31 (not necessarily the event date)

Sources

Attribution and reporting linked by this record; links do not imply independent verification.

Welcome to New Year's Eve 2025 (theinnermostloop.substack.com)

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Reported in

Welcome to New Year's Eve 2025

Actor

ETH Zurich

Evidence for

Referenced by

Welcome to New Year's Eve 2025

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Citation formatCitation text

ML-guided simulation finds new 2D membrane materials
Innermost Loop KB — secondary record
Reporting date: 2025-12-31
KB permalink: https://nicholsn.github.io/innermost-loop-kb/developments/2025-12-31-ml-finds-proton-conducting-membranes
Claim: Machine-learning-guided simulations identified new two-dimensional materials for proton-conducting membranes, while ETH Zurich developed electrolysis to neutralize DDT.
Attributed sources:
- Welcome to New Year's Eve 2025 — https://theinnermostloop.substack.com/p/welcome-to-new-years-eve-2025
This citation does not imply independent verification of linked-source claims.

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