Results 201 to 210 of about 22,706 (266)

Exact Discrete Stochastic Simulation With Deep‐Learning‐Scale Gradient Optimization

open access: yesAdvanced Science, EarlyView.
A 203,796‐parameter gene regulatory network classifies handwritten digits with 98.4% accuracy using exact stochastic dynamics. The framework decouples forward simulation from backward differentiation, making continuous‐time Markov chain models compatible with deep‐learning optimization.
Jose M. G. Vilar, Leonor Saiz
wiley   +1 more source

Multi‐tissue Metabolic GWAS and Drought‐Responsive Multi‐omics Reveal the Genetic Basis of the Quinoa Metabolome

open access: yesAdvanced Science, EarlyView.
A multi‐omics framework combining multitissue genome‐wide association studies, metabolomics, transcriptomics, proteomics, and functional validation uncovers the genetic basis of specialized metabolism in quinoa. The study identifies hundreds of metabolite‐associated loci, prioritizes candidate genes for saponin, betalain, and flavonoid biosynthesis ...
Julia von Steimker   +11 more
wiley   +1 more source

Estimating Costs of Market Exclusivity Extensions For 4 Top-Selling Prescription Drugs in the US.

open access: yesJAMA Health Forum
Hong D   +6 more
europepmc   +1 more source

Genomic Characteristics of Bladder Cancer: An AACR Project GENIE Study. [PDF]

open access: yesInt J Mol Sci
Braun JP   +4 more
europepmc   +1 more source

Identifying themes of protective behavioral strategies for marijuana use with structural topic modeling. [PDF]

open access: yesPsychol Addict Behav
Gray BA   +6 more
europepmc   +1 more source

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