Analysis of the Element-Free Galerkin Method with Penalty for Stokes Problems [PDF]
, 2022 Tao Zhang, Xiaolin Li
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Multi‐Site Transfer Classification of Major Depressive Disorder: An fMRI Study in 3335 Subjects
Advanced Science, EarlyView.The study proposes graph convolution network with sparse pooling to learn the hierarchical features of brain graph for MDD classification. Experiment is done on multi‐site fMRI samples (3335 subjects, the largest functional dataset of MDD to date) and transfer learning is applied, achieving an average accuracy of 70.14%.
Jianpo Su +14 more
wiley +1 more source
Superconvergent postprocessing of $C^0$ interior penalty method [PDF]
Ying Cai, Hailong Guo, Zhimin Zhang
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A Majorization Penalty Method for SVM with Sparse Constraint [PDF]
, 2021 Sitong Lu, Li Qinana
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ZNRD2 Mediated Nucleoprotein Aggregation Impairs Respiratory Syncytial Virus Replication
Advanced Science, EarlyView.During RSV infection, nucleoprotein (N) forms RNA‐bound oligomers. The host protein ZNRD2 binds to these oligomers, promoting their transition into insoluble aggregates. These aggregates simultaneously sequester functional N to restrict viral production and disrupt chaperonin assembly quality control by interfering with ZNRD2's role as an adaptor ...
Haiwu Zhou +8 more
wiley +1 more source
Quasistatic thermo-electro-viscoelastic contact problem with Signorini and Tresca's friction
Electronic Journal of Differential Equations, 2019 In this article we consider a mathematical model that describes the quasi-static process of contact between a thermo-electro-viscoelastic body and a conductive foundation.
El-Hassan Essoufi +2 more
doaj
Quantum optimization with linear Ising penalty functions for customer data science
Physical Review ResearchConstrained combinatorial optimization problems, which are ubiquitous in industry, can be solved by quantum algorithms such as quantum annealing (QA) and the quantum approximate optimization algorithm (QAOA).
Puya Mirkarimi +4 more
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Precision Editing of NLRS Improves Effector Recognition for Enhanced Disease Resistance
Advanced Science, EarlyView.Precision engineering of plant NLR immune receptors enables rational design of enhanced pathogen resistance through mismatched pairing, domain swapping, and targeted mutagenesis. These approaches achieve multi‐fold expansion in recognition breadth while minimizing autoimmunity risks and fitness penalties.
Vinit Kumar +7 more
wiley +1 more source
An efficient Monte Carlo interior penalty discontinuous Galerkin method for the time-harmonic Maxwell's equations with random coefficients [PDF]
, 2018 Xiaobing Feng, Junshan Lin, Cody Lorton
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Soybean Auxin Transporter PIN3 Regulates Nitrate Acquisition to Improve Nitrogen Use and Seed Traits
Advanced Science, EarlyView.Xu et al. discovers that switching off auxin transporters in soybean, PIN3a and PIN3b, disrupts auxin flow; this triggers ARF‐STF3/4 signal cascade to activate the nitrate importer NPF2.13 and soil nitrogen acquisition. Multi‐year field trials show edited soybeans maintain yield with higher oil content, offering a potential genetic route to improve ...
Huifang Xu +16 more
wiley +1 more source