Optimized topology control for large-scale IoT networks using graph-based localization. [PDF]
Sci RepDey I, Marchetti N.
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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.
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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
Adaptive Localization for Underwater Nodes in Uncertain Environments: A Geometric Topology Perception-Enhanced Multi-Stage Reinforcement Learning Strategy. [PDF]
Sensors (Basel)Hao L, Ma C, Cui J, Ao J.
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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
Robust and Efficient Dual-Strategy Switch Migration for Failure Recovery in Software-Defined Satellite Networks. [PDF]
Sensors (Basel)Xu S, Yin Z, Huang M, Xing L.
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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
Evaluation of Connectivity Reliability for Heterogeneous Functional Chain Networks Considering Dynamic Reconfiguration. [PDF]
Sensors (Basel)Bian Y +5 more
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Advanced Science, EarlyView.A graphene aerogel with a spherical‐pore structure is constructed via microbubble templating. This unique architecture suppresses strain‐induced percolation of conductive networks, enabling dynamic frequency tuning. It also delivers enhanced low‐frequency absorption with an effective absorption bandwidth of 2.56 GHz, covering 91% of the low‐frequency ...
Liang Li +7 more
wiley +1 more source
Artificial intelligence-driven magnetic property prediction and materials discovery for next-generation spintronics. [PDF]
RSC AdvElilarassi R +5 more
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