Accelerated dimensionality reduction of single-cell RNA sequencing data with fastglmpca. [PDF]
Weine E, Carbonetto P, Stephens M.
europepmc +1 more source
Simulation of Inhomogeneous Refractive Index Fields Induced by Hot Tailored Forming Components
This article presents a simulation model for simulating inhomogeneous refractive index fields (IRIF) in hot‐forged components, accounting for thermal influences and complex geometries. Through this simulation, a priori knowledge about the propagation of the IRIF can be obtained, allowing for the positioning of the component or an optical measurement ...
Pascal Kern+3 more
wiley +1 more source
Gaussian process latent variable models-ANN based method for automatic features selection and dimensionality reduction for control of EMG-driven systems. [PDF]
Nayab M+6 more
europepmc +1 more source
Maillard Type Reaction for Electroless Copper Plating onto Ceramic Nanoparticles
This work presents the manufacturing of copper‐plated ceramic nanoparticles in an environmentally friendly way. Supported by organic functionalizations with pectin an electroless plating step can be performed. Sustainable reagents like xylose, and several amino acids are used for the reduction process.
Lukas Mielewczyk+8 more
wiley +1 more source
Rore: robust and efficient antioxidant protein classification via a novel dimensionality reduction strategy based on learning of fewer features. [PDF]
Meng C, Hou Y, Zou Q, Shi L, Su X, Ju Y.
europepmc +1 more source
Al–Si alloys are particularly in demand for automotive and electronic applications, thanks to their excellent wear and thermal properties. Nevertheless, when processed by conventional methods with low cooling rates, the coarse primary Si phases are responsible for increasing brittleness and inducing crack propagation.
Layla Shams Tisha+3 more
wiley +1 more source
Prediction of Pellet Durability Index in a commercial feed mill using multiple linear regression with variable selection and dimensionality reduction. [PDF]
You J, Tulpan D, Krziyzek C, Ellis JL.
europepmc +1 more source
An electronic system is presented consisting of a silver thin‐film electrode on a polyimide substrate working both as a heating element and a resistive temperature sensor, generating millisecond heat pulses with very fast heating and cooling rates and a flat peak temperature with a tunable duration.
Bahman K. Boroujeni+5 more
wiley +1 more source
Dimensionality reduction for images of IoT using machine learning. [PDF]
Ali I, Wassif K, Bayomi H.
europepmc +1 more source