Concepedia

Guanao Yan

GY

5

Publications

237

Citations

5

H-Index

2021

Active since

Affiliations

University of California, Los Angeles(Current)

Zhejiang University

Guanao Yan is an author at University of California, Los Angeles specializing in engineering, multiscale modeling, and omics.

Top concepts

EngineeringOmicsMedicineBiophysicsStatisticsData ScienceEconometricsSpatial OmicsSystems BiologyEstimation Theory

Publications per year

2021–2023

5

Publications

5

scDesign3 generates realistic in silico data for multimodal single-cell and spatial omics

Dongyuan Song, Qingyang Wang, Guanao Yan et al. · Nature Biotechnology · 2023 · 128 citations · Full text

Engineering, Multimodal Single-cell, Data Science +11

RA3 is a reference-guided approach for epigenetic characterization of single cells

Shengquan Chen, Guanao Yan, Wenyu Zhang et al. · Nature Communications · 2021 · 55 citations · Full text

Benchmarking computational methods to identify spatially variable genes and peaks

Zhijian Li, Z. Patel, Dongyuan Song et al. · 2023 · 27 citations · Full text

Robust estimation and shrinkage in ultrahigh dimensional expectile regression with heavy tails and variance heterogeneity

Jun Zhao, Guanao Yan, Yi Zhang · Statistical Papers · 2021 · 15 citations

Engineering, High-dimensional Method, Robust Statistic +9

scReadSim: a single-cell RNA-seq and ATAC-seq read simulator

Guanao Yan, Dongyuan Song, Jingyi Jessica Li · Nature Communications · 2023 · 12 citations · Full text

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