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
Governing E-cigarettes in China: regulatory challenges and strategies for adolescent protection in the post-flavor ban era. [PDF]
Yao Y, Yao L, Yang F.
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
How AI-Adjudication Disrupts Law's Ability to Facilitate Moral Perceptual Progress. [PDF]
van Grunsven J.
europepmc +1 more source
Forging Finality: Searching for a Solution to the International Double-Suit Dilemma [PDF]
Dowler, Julie E.
core +1 more source
A deep comprehension of biomolecular phenomena at interfaces is significant with their fundamental and practical importance. Our experimental and theoretical investigations reveal that specific amino acids (glutamic acid and aspartic acid) exhibit an orientational coupling with liquid crystals, which can recognize and optically report the interfacial ...
Yena Choi +10 more
wiley +1 more source
Content analysis of media coverage on smoke-free policy implementation in ten low- and middle-income countries. [PDF]
Xing E, Kim S, Cohen JE, Tseng TY.
europepmc +1 more source
Isosteric Substitution Enables Rational Design of Two‐Dimensional Energetic Crystals
Isosteric substitution transforms a classical nitro–amine motif into two‐dimensional aminofurazans with performance beyond TATB. ABSTRACT Two‐dimensional (2D) energetic crystals dissipate mechanical insult via interlayer slip, yet their molecular design space remains narrow.
Linyuan Wen +6 more
wiley +1 more source
Praising the police, avoiding the station: gendered differences on police-Public relations in Kuwait. [PDF]
AlSabah N +3 more
europepmc +1 more source

