Neural-physics multi-fidelity model with active learning and uncertainty quantification for GPU-enabled microfluidic concentration gradient generator design
Author:
Publisher
Elsevier BV
Subject
Computer Science Applications,General Physics and Astronomy,Mechanical Engineering,Mechanics of Materials,Computational Mechanics
Reference57 articles.
1. Universal microfluidic gradient generator;Irimia;Anal. Chem.,2006
2. Concentration gradients in material sciences: methods to design and biomedical applications;Hua;Adv. Funct. Mater.,2021
3. Designing artificial cells to harness the biological ion concentration gradient;Xu;Nat. Nanotechnol.,2008
4. Dynamic designing of microstructures by chemical gradient-mediated growth;Shim;Nature Commun.,2015
5. Patterning and growth control in vivo by an engineered GFP gradient;Stapornwongkul;Science (1979),2020
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