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AI/ML, multiscale modeling, and emergence

nanoscale.blogspot.com · published 22 February 2026

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https://doi.org/10.1038/s41563-025-02403-7
doi.org
https://deepmind.google/blog/millions-of-new-materials-discovered-with-deep-learning/
deepmind.google
https://www.microsoft.com/en-us/research/story/ai-meets-materials-discovery/
microsoft.com
https://ai.meta.com/research/impact/open-catalyst/
ai.meta.com
https://www.tri.global/materials-discovery
tri.global
https://research.ibm.com/topics/materials-discovery
research.ibm.com
https://periodic.com/
periodic.com
https://en.wikipedia.org/wiki/Time-dependent_density_functional_theory
en.wikipedia.org
https://doi.org/10.1103/RevModPhys.86.779
doi.org
https://en.wikipedia.org/wiki/Molecular_dynamics
en.wikipedia.org
https://doi.org/10.1126/sciadv.adf0873
doi.org
https://en.wikipedia.org/wiki/Navier%E2%80%93Stokes_equations
en.wikipedia.org
https://arxiv.org/abs/2408.12171
arxiv.org
https://blogger.googleusercontent.com/img/a/AVvXsEgn2NuxvVDiMR0qjSijKPFRh5NYM25lZpcmldLd3ur-GpzvnTA326r3xtqR8yDQcSX_yl1htuAd3q_MpPhNnDd9xIGC-jl15lCwI-xpQmWojoNG9MMbcajX09IGo-opFm6PIlUljuYlRpJpYzTH-e99yPZ_RsJURemhNnavdAueVc3ZjJ53_4JTug
blogger.googleusercontent.com
https://xkcd.com/1838/
xkcd.com
https://en.wikipedia.org/wiki/Emergence
en.wikipedia.org
https://arxiv.org/abs/2508.08548
arxiv.org