#machine learning — Friday, September 11, 2026 (4 items)
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Automatic recognition of Pd ions in high-resolution mass spectra of multicomponent samples without visible fine isotope structures.
(nature.com)
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Nature Communications 2026-09-11 | #mass spectrometry #machine learning #catalysis #contamination #trace-analysis | |
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Beyond empirical models: Discovering constitutive laws in solids with graph-based equation discovery.
(science.org)
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Science Advances 2026-09-11 | #constitutive-modeling #equation-discovery #materials-science #machine learning #mechanical properties | |
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Bridging the accuracy-speed divide in reactive molecular dynamics with QuantaMind MD.
(science.org)
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Science Advances 2026-09-11 | #simulation #computational chemistry #machine learning #catalysis #force field | |
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Predictability can be dynamically constructed in deterministic systems.
(nature.com)
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Nature Communications 2026-09-11 | #self-organization #cellular-automata #pattern formation #predictability #machine learning |