Transferable Hot‐Deformation Flow‐Curve Modeling Across Steels Through Transfer Learning
We propose a transferable sequence model that moves steel hot‐deformation ML beyond the “one‐case, one‐model” paradigm. Pretrained across compositions/windows and personalized with four extreme‐condition curves, it improves accuracy and robustness in 10‐fold evaluation.
Changqing Shu +9 more
wiley +1 more source
The Elastic Critical Moment of Lateral Torsional Buckling of Steel Beams with Spatially Elastically Restrained at the Support Nodes. [PDF]
Piotrowski R, Szychowski A.
europepmc +1 more source
A Simple, Dynamic Geometric Phantom for MRI and CT Reconstruction Pipelines: Beyond Shepp–Logan
ABSTRACT A customizable, dynamic geometric phantom was developed to bridge the gap between simplistic static phantoms and highly realistic, complex 4D solutions. The phantom enables initial testing, helps detect implementation errors, and supports quantitative evaluation of new dynamic acquisition and reconstruction methods.
Tamás Hakkel +4 more
wiley +1 more source
Identifying temporal eating patterns: a comparison of latent class analysis and dynamic time warping-based cluster analysis. [PDF]
Jima BR +4 more
europepmc +1 more source
ABSTRACT This paper presents a Physics‐Informed Koopman Operator (PIKO) framework integrated with a discrete‐time Sequential Action Control (SAC) for real‐time, decentralized control of a modular aerial parcel delivery robot composed of multiple independently actuated propeller modules.
Archit Krishna Kamath +2 more
wiley +1 more source
Optimization of Parameters of Block-Shaped Support Tooth Structure Using Orthogonal Experimental Design in Laser Powder Bed Fusion. [PDF]
Li Z +7 more
europepmc +1 more source
ABSTRACT Distal hereditary motor neuronopathy‐7 (HMNR7) is an autosomal recessive VWA1‐related disorder characterized predominantly by distal motor involvement. A 41‐year‐old man with a history of childhood orthopedic surgery for foot deformities exhibited progressive distal weakness and muscle atrophy with lower limb predominance. Electrophysiological
Toshiyuki Kakumoto +4 more
wiley +1 more source
Manufacturing Thermoset Lattice Core Sandwich Panel via Frontal Polymerization. [PDF]
Condell M +5 more
europepmc +1 more source
Abstract Background Gastrostomy tube placement is a common intervention for long‐term nutrition in people with dysphagia. Minimising complications such as tube dislodgement is integral in gastrostomy management, as unplanned replacements may require urgent care to prevent stoma closure.
Emily Farrugia +6 more
wiley +1 more source
CubeSat cybersecurity dataset for intrusion detection (CuCD-ID): Labelled NOS3/cFS telemetry (raw + augmented) with COSMOS reproduction scripts. [PDF]
Fayyaz Y +3 more
europepmc +1 more source

