Civil & Infrastructure

Multibody

Proposes specification-conditioned human demonstration collection for embodied AI in construction, bridging the gap between design model configurations and physical environments.

Structural Health Monitoring / Digital Twin

Real-time SHM digital twin of a long-span suspension bridge via PINN, fusing strain measurements with physics constraints for damage detection and remaining-life prediction.

AI Simulation

This NVIDIA blog post describes how agentic AI workflows can be used to prepare and validate digital twins for physical AI systems, with agents capable of inspecting 3D scenes and authoring simulation-relevant data.

Electromagnetics

This study assesses RF-EMF exposure across all floors of a 20-story building adjacent to a multi-operator shared base station, revealing peak levels of 31.86 V/m near the center of the antenna's vertical coverage zone.