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Molecular Dynamics Inc machine learning potentials
Machine Learning Potentials, supplied by Molecular Dynamics Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/machine+learning+potentials/learning+machine/pm42277131-331-10-6
Average 86 stars, based on 1 article reviews
machine learning potentials - by Bioz Stars, 2026-10
86/100 stars

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other:

Article Title: Cohesin cofactor dosage sets the rate of loop extrusion, rendering genome folding tunable yet vulnerable to genetic disruption.
Article Snippet: Article PDS5 proteins control genome architecture by limiting the lifetime of cohesin-NIPBL complexes

Article Title: Molecular origins of opalescence and phase separation in mAb formulations and their relation to aggregation.
Article Snippet: Eastman, P. et al. OpenMM 8: Molecular Dynamics Simulation with Machine Learning Potentials.

Article Title: Hydrogen site-dependent physical properties of hydrous magnesium silicates in the mantle transition zone.
Article Snippet: Furthermore, using machine learning-enhanced molecular dynamics, we discover double superionicity in hydrous wadsleyite and ringwoodite at temperatures exceeding 2000 K, wherein both H+ and Mg2+ exhibit high ionic mobility.

Mutagenesis:

Article Title: Metabolic engineering strategies for microbial amino acid production: From molecular mechanisms to systems optimization.
Article Snippet: Amino acids serve as fundamental building blocks of proteins and precursors for diverse bioactive molecules, playing pivotal roles in pharmaceutical, food, nutraceutical, and chemical industries.. With the rapid advancement of synthetic biology and systems biology, microbial cell factories have emerged as central platforms for sustainable amino acid production.. This review adopts a hierarchical constraint-strategy framework comprising three interconnected tiers.

Inhibition:

Article Title: Metabolic engineering strategies for microbial amino acid production: From molecular mechanisms to systems optimization.
Article Snippet: Amino acids serve as fundamental building blocks of proteins and precursors for diverse bioactive molecules, playing pivotal roles in pharmaceutical, food, nutraceutical, and chemical industries.. With the rapid advancement of synthetic biology and systems biology, microbial cell factories have emerged as central platforms for sustainable amino acid production.. This review adopts a hierarchical constraint-strategy framework comprising three interconnected tiers.



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