PCA-Enhanced Autoencoders for Nonlinear Dimensionality Reduction in Low Data Regimes [PDF]
Muhammad Al Digeil+6 more
openalex +1 more source
The newly developed, combined 3D‐extrusion bioprinting process of a collagen ink and a recombinant spider silk precipitation bath with a subsequent potassium phosphate post‐treatment fabricates spider silk particle‐reinforced, fibrillar collagen scaffolds with promising properties for soft tissue engineering.
Kim Sarah Koeck+2 more
wiley +1 more source
A tractable latent variable model for nonlinear dimensionality reduction. [PDF]
Saul LK.
europepmc +1 more source
Statistical Prediction of ENSO from Subsurface Sea Temperature Using a Nonlinear Dimensionality Reduction [PDF]
Carlos Lima+3 more
openalex +1 more source
A Generalized (3+1)-Dimensional Nonlinear Wave Equation in Liquid with Gas Bubbles: Symmetry Reductions; Exact Solutions; Conservation Laws [PDF]
Abdullahi Rashid Adem+2 more
openalex +1 more source
A materials and device design concept that comprises a self‐assembled ultra‐thin epitaxial ion‐transporting layer, an amorphous oxide overcoat oxygen‐blocking layer, and a partial filament formed during an electroforming step is proposed for low‐current multilevel resistive switching devices.
Ming Xiao+17 more
wiley +1 more source
A hierarchical spectral clustering and nonlinear dimensionality reduction scheme for detection of prostate cancer from magnetic resonance spectroscopy (MRS) [PDF]
Pallavi Tiwari+2 more
openalex +1 more source
Similarity-assisted variational autoencoder for nonlinear dimension reduction with application to single-cell RNA sequencing data [PDF]
Gwangwoo Kim, Hyonho Chun
openalex +1 more source
A series of ultraviolet‐ and near‐infrared radiation sensitive photoactivatable hydrogels are developed that can be controlled spatiotemporally down to µm precisions using one‐ and two‐photon uncaging. The latent hydroxylamine‐, hydrazine‐, and amine uncaged moieties are used to photopattern a series of diverse proteins displaying complimentary ...
Tove Kivijärvi+6 more
wiley +1 more source
Extracting Robust Biomarkers From Multichannel EEG Time Series Using Nonlinear Dimensionality Reduction Applied to Ordinal Pattern Statistics and Spectral Quantities. [PDF]
Kottlarz I+8 more
europepmc +1 more source