Music emotion representation based on non-negative matrix factorization algorithm and user label information. [PDF]
Tian Y.
europepmc +1 more source
The tribological behavior of 100Cr6 steel spheres textured via Vickers microindentation is evaluated under lubricated sliding by varying both dimple size and density. Fine and dense textures significantly reduce friction across all lubrication regimes, while large dimples increase it.
Farideh Davoodi +3 more
wiley +1 more source
Pareto-Optimized Non-Negative Matrix Factorization Approach to the Cleaning of Alaryngeal Speech Signals. [PDF]
Maskeliūnas R +5 more
europepmc +1 more source
This study presents a reversible temperature sensor with high switching ratio, ∼103. The device is fabricated using PET‐ITO and carbon nanotube dispersions in alkane. Considering its application in cold chain logistics, a proof‐of‐concept with LED is showcased. Thus, a temperature drop below the threshold temperature (crystallization temperature of the
Sunil Kumar Behera +8 more
wiley +1 more source
Interleaving cortex-analog mixing improves deep non-negative matrix factorization networks. [PDF]
Nouri M +3 more
europepmc +1 more source
Speech Audio Synthesis from Tagged MRI and Non-Negative Matrix Factorization via Plastic Transformer. [PDF]
Liu X +7 more
europepmc +1 more source
A Workflow to Accelerate Microstructure‐Sensitive Fatigue Life Predictions
This study introduces a workflow to accelerate predictions of microstructure‐sensitive fatigue life. Results from frameworks with varying levels of simplification are benchmarked against published reference results. The analysis reveals a trade‐off between accuracy and model complexity, offering researchers a practical guide for selecting the optimal ...
Luca Loiodice +2 more
wiley +1 more source
Autoencoder-like Sparse Non-Negative Matrix Factorization with Structure Relationship Preservation. [PDF]
Zhong L, Gao H.
europepmc +1 more source
Additive Gaussian Process Regression for Predictive Design of High‐Performance, Printable Silicones
A chemistry‐aware design framework for tuning printable polydimethylsiloxane (PDMS) for vat photopolymerization (VPP) is developed using additive Gaussian process (GP) modeling. Polymer network mechanics informs variable groupings, feasible formulation constraints, and interaction variables.
Roxana Carbonell +3 more
wiley +1 more source
Robust Sparse Non-Negative Matrix Factorization for Identifying Signals of Interest in Bearing Fault Detection. [PDF]
Shiri H, Michalak A.
europepmc +1 more source

