Physics‐Embedded Neural Network: A Novel Approach to Design Polymeric Materials
Traditional black‐box models for polymer mechanics rely solely on data and lack physical interpretability. This work presents a physics‐embedded neural network (PENN) that integrates constitutive equations into machine learning. The approach ensures reliable stress predictions, provides interpretable parameters, and enables performance‐driven, inverse ...
Siqi Zhan +8 more
wiley +1 more source
Genomic analysis of Brucella Ovis in Italy reveals high genetic diversity and a novel lineage. [PDF]
Romualdi T +9 more
europepmc +1 more source
Multimodal Wearable Biosensing Meets Multidomain AI: A Pathway to Decentralized Healthcare
Multimodal biosensing meets multidomain AI. Wearable biosensors capture complementary biochemical and physiological signals, while cross‐device, population‐aware learning aligns noisy, heterogeneous streams. This Review distills key sensing modalities, fusion and calibration strategies, and privacy‐preserving deployment pathways that transform ...
Chenshu Liu +10 more
wiley +1 more source
Reliability and state-dependency of EEG connectivity, complexity and network characteristics. [PDF]
Dominicus LS +11 more
europepmc +1 more source
Algebraic formulas for first-passage times of Markov processes in the linear framework. [PDF]
Nam KM, Gunawardena J.
europepmc +1 more source
Observing shifts in phenology of tropical flowering plants. [PDF]
Graves S, Manzitto-Tripp EA.
europepmc +1 more source
Characterization of Pseudomonas mediterranea and Pseudomonas viridiflava strains associated with tomato pith necrosis in the Al Taif region, Saudi Arabia. [PDF]
Ibrahim YE +4 more
europepmc +1 more source
Phylogenetic Analysis of Tanypodinae (Chironomidae, Diptera) Infered From Whole Mitochondrial Genomes. [PDF]
Liu WB +5 more
europepmc +1 more source
Design of anti-frost smoke machine system for mountain orchard based on multi-objective optimization. [PDF]
Lu Y +7 more
europepmc +1 more source

