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Integration of Gene Network Inference & Graph Neural Network

Integration of Gene Network Inference & Graph Neural Network
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Graph neural networkGene regulatory network inferenceQuantitative biologyRegulatory network inferenceCausal discovery integratingGraph neural

Gene regulatory network inference based on ca

<p>The work provides a new clue for constructing GRNs, and proposed framework GRINCD also shows potential in identifying key factors affecting cancer development.</p>

Method of researchGraph neural networkGene regulatory network inferenceQuantitative biologyRegulatory network inferenceCausal discovery integratingGraph neural

Advancing gene regulatory network inference with causal discovery and graph neural networks

Gene regulatory networks (GRNs) depict the regulatory mechanisms of genes within cellular systems as a network, offering vital insights for understanding cell processes and molecular interactions that determine cellular phenotypes.

Gene regulatory network inferenceGraph neural networkQuantitative biologyRegulatory network inferenceCausal discovery integratingGraph neural

GAME-Net: a graph neural network for fast eva

Graph Neural Networks (GNN), a cutting-edge approach in artificial intelligence, can significantly improve computational calculations in heterogeneous catalysis. Researchers have made a groundbreaking development in the field of sustainable chemistry. Scientists from Tarragona (Spain) and Toronto (Canada) come up with a new tool, GAME-Net, that can make fast chemical predictions on a laptop that would otherwise have to be simulated for days by DFT on a supercomputer.

Institute of chemical research cataloniaMatter lab university of torontoMethod of researchUniversity of torontoGraph neural networks gnnsGraph neural networksChemical researchMatter labMachine learningSantiago morandiKeep it smallAdsorption energyNorganic moleculesGraph neural

UPSC Weekly Quiz — April 2 to April 8, 2023

Brush up your knowledge on current events of the last week and consolidate your UPSC-CSE preparation. Find answers along with explanations at the end of the quiz.

Puerto ricoUnited statesNitendra singhIdu mishmiAlbert einsteinZulfikar ali bhuttoKevin daughertyFood corporation of indiaAtmospheric administrationUs environmental protection agencyInternational union for conservation of natureUnion cabinetUn conventionNational oceanicGraph neural networkNational tiger conservation authority