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Evan Austen Coleman

2 accepted papers

2026

Masked Mineral Modeling: Continent-Scale Mineral Prospecting via Geospatial Infilling

AAAI 2026technical

Minerals play a critical role in the advanced energy technologies necessary for decarbonization, but characterizing mineral deposits hidden underground remains costly and challenging. Inspired by recent progress in generative modeling, we develop a learning method which infers the locations of miner

Cited by 0SourcePDFScholar
2025

Counting atoms faster: policy-based nuclear magnetic resonance pulse sequencing for atomic abundance measurement

ICML 2025poster

Quantifying the elemental composition of a material is a general scientific challenge with broad relevance to environmental sustainability. Existing techniques for the measurement of atomic abundances generally require laboratory conditions and expensive equipment. As a result, they cannot be deploy…

Cited by 0SourcePDFScholar