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Machine Learning Approaches in Soft Matter Molecular Simulation and Materials Characterization: Challenges and Perspectives

open access: yesChemPlusChem, Volume 90, Issue 12, December 10, 2025.
Rigorous frameworks construction toward the development of science‐based machine learning (ML) schemes: invocation of statistical learning and data‐driven methods within the diverse materials science fields, from materials characterization to molecular modeling utilizing domain knowledge to facilitate fundamental understanding and scientific discovery.
Niki Vergadou, Vassilios Constantoudis
wiley   +1 more source

Thyroid doses estimated for a cohort of people exposed to fallout from atmospheric nuclear weapons testing at the semipalatinsk nuclear test site, Kazakhstan. [PDF]

open access: yesRadiat Environ Biophys
Drozdovitch V   +8 more
europepmc   +1 more source

Ending nuclear weapons, before they end us [PDF]

open access: hybrid
Kamran Abbasi   +22 more
openalex   +1 more source

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