Machine learning‐assisted vibrational detection and classification of drywood termite infestations
Approaches in Entomology: Methods, Philosophies, and Ethics, Volume 1, Issue 1, August‐December 2026.Vibratory recordings combined with machine learning accurately detected drywood termite infestations within wood using a fully non‐destructive sensing approach. Models successfully classified termite presence and infestation intensity (empty, low, high density), achieving over 80% accuracy in both internal and external validation.
Lírio Cosme +2 more
wiley +1 more source
Simulation-to-Real Trip-Fall Detection with Continuous-Wave Doppler Radar via Physics-Informed Kinematic Modeling and Domain Randomization. [PDF]
Sensors (Basel)Okusa K.
europepmc +1 more source
Advanced Materials Technologies, Volume 11, Issue 15, 7 August 2026.This study explores how machine learning models, trained on small experimental datasets obtained via Phase Doppler Anemometry (PDA), can accurately predict droplet size (D32) in ultrasonic spray coating (USSC). By capturing the influence of ink complexity (solvent, polymer, nanoparticles), power, and flow rate, the model enables precise droplet control
Pieter Verding +5 more
wiley +1 more source
Harnessing mmWave signals and machine learning for noninvasive taxonomic classification of insects. [PDF]
PNAS NexusAntony L +5 more
europepmc +1 more source
Modulus‐Switchable Miniature Robots for Biomedical Applications: A Review
Advanced Robotics Research, Volume 2, Issue 4, August 2026.Materials, robot designs, proof‐of‐concept functions, and biomedical applications of modulus‐switchable miniature robots. Miniature soft robots have shown great potential in biomedical applications due to their excellent controllability and suitable mechanical properties in biological environments.
Chunyun Wei, Yibin Wang, Jiangfan Yu
wiley +1 more source
Upper Limb Tremors Classification for Parkinson's Disease Using W-Band (76-81 GHz) Doppler Millimeter-Wave Sensing and Deep-Learning-Based Classifier. [PDF]
Sensors (Basel)Chen PY +6 more
europepmc +1 more source
Hard‐Magnetic Soft Millirobots in Underactuated Systems
Advanced Robotics Research, Volume 2, Issue 4, August 2026.This review provides a comprehensive overview of hard‐magnetic soft millirobots in underactuated systems. It examines key advances in structural design, physics‐informed modeling, and control strategies, while highlighting the interplay among these domains.
Qiong Wang +4 more
wiley +1 more source
DriveEmo-FL: in-cabin radar-based emotion sensing for autonomous vehicles smart response. [PDF]
Sci RepImran N +5 more
europepmc +1 more source
Advanced Science, Volume 13, Issue 43, 3 August 2026.This study reveals that Alzheimer's disease–linked APP expression in bone‐forming cells drives skull bone marrow remodeling and alters its vascular connections to the brain. These changes disrupt immune cell trafficking, cerebral blood flow, and cognition. Targeting bone marrow macrophages restores brain function, highlighting a previously unrecognized
Lei Xiong +6 more
wiley +1 more source
Recognition of Soccer Player Actions Using a Synchronized Multi-Camera and mm-Wave Radar Platform. [PDF]
Sensors (Basel)Keyter DB, de Villiers JP.
europepmc +1 more source