Climate Materials
Materials that capture, store and save energy and carbon.
Sorbents, electrodes and catalysts — found faster with learned surrogates and automated screening, and checked against experiment.
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Questions being explored
Expeditions in progress
Signals at the edge
- Field convergenceLearned surrogates in physical scienceConfidence 0.35 · medium
- Field convergenceEntropy in thermodynamics and in informationConfidence 0.45 · medium
- Knowledge bridgeSimulating chemistry on quantum hardwareConfidence 0.30 · medium
1 charted finding and 0 bridge candidates touch this field. See what is charted →
Why this field matters
Many decarbonisation routes are limited by a material that does not exist yet. Screening is now fast; knowing when a learned model is wrong about a material it has never seen is the hard part.
How your support is allocated
Backers who chose a focus are honoured first; the rest follows these weights (demonstration values), then each target’s expected usefulness. Every batch is recorded with its reasons — most recently A-850, < $0.01 routed.
- Active expeditions32%
- Replication19%
- Frontier signals11%
- Open questions11%
- Tools & datasets10%
Popularity chooses attention. Evidence chooses knowledge.