Optimized IoT clustering and assignment in semi-synchronous federated learning. [PDF]
Farajvand H +4 more
europepmc +1 more source
Single‐filament material extrusion enables spatial stiffness programming through locally controlled thermal foaming of TPU. A data‐driven G‐code framework tunes porosity from 15.7% to 40.7% and hardness from 90 to 63 Shore A within and across layers. Monolithic hands and soft actuators consequently achieve distinct programmed motions without material ...
Rosanna Rifino +3 more
wiley +1 more source
Performance evaluation of grid-forming battery energy storage systems for stability enhancement in solar PV plants. [PDF]
Alhmoud L +3 more
europepmc +1 more source
3D‐Printed Actuator Powered by Liquid Crystal Elastomer Muscles at the Water–Air Interface
Soft robots for unstructured environments require responsive, durable actuators. Liquid crystal elastomers (LCEs) provide large reversible deformations under thermal or optical stimuli. Direct ink writing enables fabrication of LCE actuators integrated with silicone, with mesogen chemistry and oligomers optimized for printable inks.
Cecilie Ryberg +5 more
wiley +1 more source
Chaos and Coexisting Attractors of Kolmogorov-Type Permanent-Magnet Synchronous Generators. [PDF]
Wang D.
europepmc +1 more source
Optically pumped magnetometers are employed to contactlessly map the spatiotemporal dynamics of the magnetic field linked to electrical activity of a skeletal muscle in vivo. It is demonstrated that localization of the clinically relevant innervation zone is feasible using this non‐invasive magnetic measurement modality. ABSTRACT Magnetomyography (MMG)
Simon Nordenström +12 more
wiley +1 more source
A voltage trajectory deformation-based fault detectionand ITD-XGBoost classification framework forinverter-dominated transmission networks. [PDF]
Padhee S +6 more
europepmc +1 more source
Low‐Outgassing Liquid Metal–Silicone Composites for Multifunctional Space Applications
Integrating liquid metal microdroplets into a space‐grade silicone creates a multifunctional composite while preserving its inherent flexibility and low‐outgassing behavior. The composite has 11×$\times$ higher thermal conductivity while remaining thermally stable and maintaining a total mass loss of ≤$\le$ 1% under thermal vacuum testing.
Spencer Pak +5 more
wiley +1 more source
A model predictive control framework with fatigue life assessment for flywheel energy storage systems supported by active magnetic bearings. [PDF]
Hashim A +3 more
europepmc +1 more source

