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Computational multi-omics integration suggests an association between LAMA3 expression, immune suppression, and metabolic programs in pancreatic ductal adenocarcinoma

Article

Computational multi-omics integration suggests an association between LAMA3 expression, immune suppression, and metabolic programs in pancreatic ductal adenocarcinoma

Ruixiang Li et al · Springer · 2026 · ISSN 2730-6011

Abstract Background Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal malignancy in which immune dysregulation and metabolic remodeling are common features. Laminin subunit alpha 3 (LAMA3), a component of lamini...

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A diagnostic evaluation of neural networks trained with the error diffusion learning algorithm

Article

A diagnostic evaluation of neural networks trained with the error diffusion learning algorithm

Kazuhisa Fujita · Springer · 2026 · ISSN 2731-0809

Abstract The Error Diffusion Learning Algorithm (EDLA) is a learning scheme that performs synaptically local weight updates driven by a single, globally defined error signal. Although originally proposed as an alternativ...

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Optimization of sequence modeling algorithm and long-range dependency handling based on dynamic attention mechanism

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Optimization of sequence modeling algorithm and long-range dependency handling based on dynamic attention mechanism

Lijie Li · Springer · 2026 · ISSN 2731-0809

Abstract Long-range dependency processing is the core challenge of sequence modeling, and traditional sequence modeling algorithms suffer from information decay and low parallel computing efficiency in ultra long sequenc...

LCC TENDOkNvbXB1dGF0aW9uYWwgbGluZ3Vpc3RpY3MuIE5hdHVyYWwgbGFuZ3VhZ2UgcHJvY2Vzc2luZw~~; LCC:Electronic computers. Computer sciIdioma English

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Deep learning based constraint aware design exploration of triply periodic minimal surface bone scaffolds

Article

Deep learning based constraint aware design exploration of triply periodic minimal surface bone scaffolds

Innocent Bwengye et al · Springer · 2026 · ISSN 2731-6564

Abstract Bone tissue engineering scaffolds must provide structural support while permitting fluid transport and maintaining safe hydrodynamic conditions for cell activity. Triply Periodic Minimal Surface (TPMS) architect...

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Numerical analysis of MHD Jeffrey hybrid nanofluid flow over a solar curved sheet using ANN model

Article

Numerical analysis of MHD Jeffrey hybrid nanofluid flow over a solar curved sheet using ANN model

Seethi Reddy Reddisekhar Reddy et al · Springer · 2026 · ISSN 2731-9229

Abstract The conversion of solar radiation into thermal energy has gained increasing attention due to the growing demand for renewable sources of heat and electricity. Nanofluids, owing to their enhanced heat transfer ca...

LCC LCC:Materials of engineering and construction. Mechanics of materialsIdioma English

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