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
Severity Classification Using Dynamic Time Warping-Based Voice Biomarkers for Patients With COVID-19: Feasibility Cross-Sectional Study. [PDF]
Watase T, Omiya Y, Tokuno S.
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
Assessment of human gait after total knee arthroplasty by dynamic time warping algorithm. [PDF]
Abbasi-Kesbi R +3 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
Macro‐ and Micromechanical Deformations and Failure of Recycled PET/Flax Polyester Biocomposites
Macro‐ and Micromechanical Deformations and Failure of Recycled PET/Flax Polyester Biocomposites. ABSTRACT Environmental sustainability has become a global priority aimed at reducing waste generation and dependence on fossil resources. This study reports on the development of sustainable biocomposites by combining flax woven fabrics (2, 4, and 6 plies)
Bianca Dal Pont +6 more
wiley +1 more source
Validating dynamic time warping as a measure of gesture form similarity. [PDF]
Akamine S, Dingemanse M, Özyürek A.
europepmc +1 more source
Adhesively bonded ASA/PA12 FFF sandwich structures reveal that interfacial compliance governs mechanical performance. Cyanoacrylate enhances strength but induces brittle failure, while polyurethane improves ductility and impact resistance, demonstrating that adhesive properties and stacking sequence are critical design parameters for optimizing multi ...
Berkay Ergene +3 more
wiley +1 more source
Automated Gait Assessment for Rehabilitation Training Using Pose Tracking and Dynamic Time Warping. [PDF]
Yagi N +6 more
europepmc +1 more source
Normalization and possibility of classification analysis using the optimal warping paths of dynamic time warping in gait analysis. [PDF]
Lee HS.
europepmc +1 more source

