Advanced Science, EarlyView.We introduce a vision‐based real‐time monitoring system for additive manufacturing that detects subtle moisture‐induced degradation via a diffusion model‐based framework. The approach enables nondestructive assessment of moisture‐induced damage level and mechanical performance and establishes a practical route toward more intelligent, reliable, and ...
Jiyoung Jung +4 more
wiley +1 more source
Physics‐Informed Neural Network‐Enabled Forward Prediction and Inverse Design of Ring Origami
Advanced Science, EarlyView.This work presents a KRT‐PINN framework that integrates Kirchhoff rod theory with physics‐informed neural networks for the forward prediction and inverse design of ring origami consisting of closed‐loop rods. The framework predicts stable states of segmented rings with prescribed natural‐curvature profiles and determines the natural‐curvature profiles ...
Luyuan Ning +3 more
wiley +1 more source
An Entropic Value-at-Risk-Inspired Load-Balancing Routing Algorithm for LEO Satellite Networks. [PDF]
Sensors (Basel)Wang S, Guo H, Deng W.
europepmc +1 more source
Polarization Dynamics in Ferroelectrics: Insights Enabled by Machine Learning Molecular Dynamics
Advanced Science, EarlyView.Machine learning molecular dynamics is presented as a route to capture polarization switching, domain wall kinetics, topological polar textures, and polar mechanical coupling beyond the limits of conventional atomistic methods. This Perspective surveys recent progress and identifies key methodological directions, including long‐range electrostatics ...
Dongyu Bai +3 more
wiley +1 more source
Real-Time Topology-Aware Branch Segmentation for UAV Perception in Natural Environments. [PDF]
Sensors (Basel)Wang T, Zhou Z, Asignacion A, Suzuki S.
europepmc +1 more source
Reliability-based design and topology optimization of aerospace components and structures
, 2017 [Abstract] This work presents a research on Reliability Analysis (RA) and Reliability-Based Design Optimization (RBDO) with the target of solving practical aerospace structures problems. Two types of problems are considered, each one solved with a different approach.
openaire +1 more source
Advanced Science, EarlyView.Faster phenol photolysis at the air–water interface arises from two cooperative factors: a more favorable initial microenvironment for solvent‐side electron stabilization, which lowers CI access, and a more labile hydrogen‐bond network, which more readily reorganizes to stabilize the dark‐state intermediate.
Qiang Yin +8 more
wiley +1 more source
Wearable Electrohysterography Systems: A Systematic Review of Electrode Topology, Design Considerations, and Clinical Feasibility. [PDF]
Sensors (Basel)Yanti RJ, Kondoh E, Igasaki T.
europepmc +1 more source
Real‐Time Ferroelectric Domain Wall Dynamics During Electric Poling and Depoling
Advanced Science, EarlyView.Real‐time visualization of domain wall dynamics during alternating‐current poling, direct‐current poling, and electrical depoling in relaxor‐PT ferroelectric single crystals reveals distinct field‐dependent pathways and strong path dependence. Instant polarized light microscopy uncovers reversible domain wall nucleation, motion, and reconfiguration ...
Ziqi Wang +12 more
wiley +1 more source
Coverage Probability Analysis and Relay Placement Optimization for Two-Hop LoRa Networks with Random Traffic Activation. [PDF]
Sensors (Basel)Xu Z, Yu G.
europepmc +1 more source