Machine learning prediction of photoionization cross section in GaAs AlGaAs quantum dot ring nanostructures. [PDF]
Jaouane M +5 more
europepmc +1 more source
A schema‐first alignment framework builds compact, executable domain‐specific language models under data scarcity. Large‐scale synthetic question‐answer generation instills domain knowledge, and a code‐centric IR‐to‐DPO pipeline aligns generation with tool‐executable syntax.
Di Wang +4 more
wiley +1 more source
A Fatigue-Life Correction Model for Finite Element Analysis of Flexible Composite Structures Under Fatigue Loading. [PDF]
Zhou J, Liu Q, Xu X, Lu Y, Wu Z.
europepmc +1 more source
A mechanics‐informed machine learning framework enables mechanics field prediction and inverse design of tendon–bone enthesis‐inspired functionally graded materials that reduce stress concentration and failure risk. By coupling multiscale finite element modeling, convolutional field prediction, and kernel‐based inverse design, the study uncovers ...
Zhangke Yang, Zhaoxu Meng
wiley +1 more source
Spurious-Mode Suppression and Efficient Design of LiTaO<sub>3</sub> XBAR Filters Using a FEM-COM-ABC Framework. [PDF]
Tang J, Miao Z, Zhang Y, He X.
europepmc +1 more source
AI‐Powered Smart Displays and AR Glasses: Perspectives and Challenges
This perspective examines how AI is reshaping smart displays and AR glasses. The latest in image‐quality enhancement, sensor‐integrated display optimization, and physiological sensing in display systems, followed by AI‐assisted AR technologies including waveguide optimization, image compensation, foveated rendering, and multimodal sensing, is discussed.
Luke Benoit +8 more
wiley +1 more source
Hall effect FEM modeling using FreeFEM++: Illustration on a cross-shaped graphene sensor. [PDF]
Ravi V, Boko S, Coillot C, Nanot S.
europepmc +1 more source
Objectives and Key Results–Driven Multiagent Framework for Mechanical Design and Simulation
Objectives and key results (OKR)‐agent, an OKR‐driven multiagent framework, turns a plain‐language engineering goal into completed mechanical simulations. Three peer agents—supervisor, modeler, and simulator—share a compact board of OKR and coordinate external molecular dynamics (MD) and finite‐element solvers through a standardized tool interface. The
Jie Tian +10 more
wiley +1 more source
Autonomous Charging and Battery Swapping for Unmanned Aerial Vehicles: A Review
This review evaluates major autonomous charging and battery swapping methods for unmanned aerial vehicles (UAVs) against a single question: how close each is to sustained unattended operation. Rather than ranking them by charging performance, it identifies the limitation that most restricts each method, and briefly outlines the supporting technologies ...
Zelin Wu +5 more
wiley +1 more source
Study on the Effect of Interlayer Tailings Content on the Shear Properties of Geotextile Interface. [PDF]
Li Y, Liu S, Wang Y.
europepmc +1 more source

