Research on information leakage in time series prediction based on empirical mode decomposition. [PDF]
Yang X, Li J, Jiang X.
europepmc +1 more source
A convolutional neural network based approach to financial time series prediction. [PDF]
Durairaj DM, Mohan BHK.
europepmc +1 more source
Shape Memory Polymer‐Based Hook‐and‐Loop Fastener for Robust Bonding and on‐Demand Easy Separation
A 3D shape memory polymer‐based hook‐and‐loop fastener, fabricated using projection microstereolithography and molding, offers tunable bonding strength through temperature control. When heated from 25 to 70 °C, the fastener softens and deforms easily, reducing bonding strength by 20‐fold for on‐demand easy separation.
Chen Yang+5 more
wiley +1 more source
Prediction of the chaotic time series using neuro-fuzzy networks
Wen Tan+3 more
openalex +1 more source
Macroeconomic time series prediction using prediction networks and evolutionary algorithms [PDF]
P. Forsberg, Mattias Wahde
openalex +1 more source
A self-driven ESN-DSS approach for effective COVID-19 time series prediction and modelling. [PDF]
Wang W, Li Q, Wang J.
europepmc +1 more source
This study investigates the complex mechanics of individual electrospun polycaprolactone fibers under small and large strains. Combining experiments with a visco‐hyperelastic damage model, this work reveals and quantifies these fibers’ nonlinear behavior, including strain‐stiffening, viscoelasticity, and damage.
Sascha L. Granhold+8 more
wiley +1 more source
CL-Informer: Long time series prediction model based on continuous wavelet transform. [PDF]
Liu B, Li Z, Li Z, Chen C.
europepmc +1 more source
A Temporal Window Attention-Based Window-Dependent Long Short-Term Memory Network for Multivariate Time Series Prediction. [PDF]
Han S, Dong H.
europepmc +1 more source
When realized as inserts in high‐pressure die casting, aluminum cooling channels for electric powertrain components and similar applications typically require a stabilizing filler to survive the process. The present study investigates relinquishing this filler using additively manufactured inserts promising performance improvements.
Dirk Lehmhus+9 more
wiley +1 more source