Field dossier · from the corpus
Dimensionality reduction
0predicted collisions
Where this field is predicted to collide
No open collisions on this field in the current run.
Most cited work
Principal component analysis: a review and recent developments
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction
Dimensionality reduction for visualizing single-cell data using UMAP
mixOmics: An R package for ‘omics feature selection and multiple data integration
Multivariate Data Analysis
Feature Selection
Recent work · 2024 onward
Microstructure-aware Bayesian materials design
Inverse design of high-performance glasses through an encoder-decoder machine learning approach toward materials discovery: Application to oxynitride glasses
Large language model-based topic modeling for analyzing research trends in polymer science literature