Inyoung Kim

About Inyoung Kim

Inyoung Kim, With an exceptional h-index of 19 and a recent h-index of 15 (since 2020), a distinguished researcher at Virginia Polytechnic Institute and State University, specializes in the field of Semiparametric Regression, Kernel Machine Learning, Nonparametric Bayesian, Graphical Model, Functional-High Dimensional Data.

His recent articles reflect a diverse array of research interests and contributions to the field:

Nonparametric Bayesian Functional Clustering with Applications to Racial Disparities in Breast Cancer

Semiparametric Integrated and Additive Spatio-Temporal Single-Index Models

Glioma Single-Cell Biomechanical Analysis by Cyclic Conical Constricted Microfluidics

Stress-Aware Optimal Placement of Actuators for High Precision Quality Management in Composite Aircraft Assembly

Joint Semiparametric Kernel Network Regression

Nonparametric Bayesian functional selection in 1-M matched case-crossover studies

Physics-constrained Bayesian optimization for optimal actuators placement in composite structures assembly

Stress-Aware Optimal Placement of Actuators for Ultra-High Precision Quality Control of Composite Structures Assembly

Inyoung Kim Information

University

Position

Associate Professor of Statistics

Citations(all)

1553

Citations(since 2020)

856

Cited By

995

hIndex(all)

19

hIndex(since 2020)

15

i10Index(all)

34

i10Index(since 2020)

22

Email

University Profile Page

Google Scholar

Inyoung Kim Skills & Research Interests

Semiparametric Regression

Kernel Machine Learning

Nonparametric Bayesian

Graphical Model

Functional-High Dimensional Data

Top articles of Inyoung Kim

Nonparametric Bayesian Functional Clustering with Applications to Racial Disparities in Breast Cancer

Statistical Analysis and Data Mining

2024

Semiparametric Integrated and Additive Spatio-Temporal Single-Index Models

Mathematics

2023/11/13

Inyoung Kim
Inyoung Kim

H-Index: 10

Glioma Single-Cell Biomechanical Analysis by Cyclic Conical Constricted Microfluidics

Analytical Chemistry

2023/10/16

Stress-Aware Optimal Placement of Actuators for High Precision Quality Management in Composite Aircraft Assembly

IEEE Transactions on Automation Science and Engineering

2023

Joint Semiparametric Kernel Network Regression

Statistics In Medicine

2023

Nonparametric Bayesian functional selection in 1-M matched case-crossover studies

Statistical Methods in Medical Research

2022

Wenyu Gao
Wenyu Gao

H-Index: 5

Inyoung Kim
Inyoung Kim

H-Index: 10

Physics-constrained Bayesian optimization for optimal actuators placement in composite structures assembly

IEEE Transactions on Automation Science and Engineering

2022/8/24

Stress-Aware Optimal Placement of Actuators for Ultra-High Precision Quality Control of Composite Structures Assembly

2022/8/20

Inyoung Kim
Inyoung Kim

H-Index: 10

Xiaowei Yue
Xiaowei Yue

H-Index: 7

Kernel-based hierarchical structural component models for pathway analysis

Bioinformatics

2022/6/1

Neural mechanisms of facial emotion recognition in autism: distinct roles for anterior cingulate and dlPFC

Journal of Clinical Child & Adolescent Psychology

2022/5/4

Nanolaminate Plasmonic Substrates for High-throughput Living Cell SERS Measurements and Artificial Neural Network Classification of Cellular Drug Responses

ACS Applied Nano Materials

2022

Lectin-Modified Bacterial Cellulose Nanocrystals Decorated with Au Nanoparticles for Selective Detection of Bacteria Using Surface-Enhanced Raman Scattering Coupled with …

ACS Applied Nano Materials

2022

A Robust Asymmetric Kernel Function for Bayesian Optimization, with Application to Image Detection in Manufacturing Systems

IEEE Transactions on Automation Science and Engineering

2021/9

Discriminatory Detection of ssDNA by Surface-Enhanced Raman Spectroscopy (SERS) and Tree-Based Support Vector Machine (Tr-SVM)

Analytical Chemistry

2021/7/1

Inyoung Kim
Inyoung Kim

H-Index: 10

Peter Vikesland
Peter Vikesland

H-Index: 38

Nanostructured Au-Based Surface-Enhanced Raman Scattering Substrates and Multivariate Regression for pH Sensing

ACS Applied Nano Materials

2021/5/31

Plasmonic Calibration in Label-free Surface-enhanced Raman Spectroscopy for Improved Multivariate Analysis of Living Cells

2021/5/9

Plasmonically calibrated label-free surface-enhanced Raman spectroscopy for improved multivariate analysis of living cells in cancer subtyping and drug testing

Analytical Chemistry

2021/3/5

Flexible derivative time-varying model in matched case-crossover studies for a small number of geographical locations among the participants

Statistical Methods in Medical Research

2021/2

Inyoung Kim
Inyoung Kim

H-Index: 10

Ewe lamb vaginal temperatures in hardwood silvopastures

Agroforestry Systems

2021/1

Inyoung Kim
Inyoung Kim

H-Index: 10

Bayesian multiple Gaussian graphical models for multilevel variables from unknown classes

Statistical Methods in Medical Research

2021

See List of Professors in Inyoung Kim University(Virginia Polytechnic Institute and State University)

Co-Authors

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