Concepedia

Haizhou Yang

HY

Statistics

Publications

4

Citations

75

H-Index

4

Active since

2020

Affiliations

University of South Carolina(Current)

Haizhou Yang is an author at University of South Carolina specializing in engineering, microfluidics, and biomedical engineering.

Top concepts

EngineeringMicrofluidicsBiomedical EngineeringDeep LearningRobust ModelingInverse ProblemsMicrofabricationLinear ProgrammingNumerical AnalysisMultiscale Modeling

Publications per year

2020–2022

4

Publications

4

Inverse design of microfluidic concentration gradient generator using deep learning and physics-based component model

Seong Hyeon Hong, Haizhou Yang, Yi Wang · Microfluidics and Nanofluidics · 2020 · 34 citations

Engineering, Physic Aware Machine Learning, Lab-on-a-chip +8

Surrogate-based optimization with adaptive sampling for microfluidic concentration gradient generator design

Haizhou Yang, Seong Hyeon Hong, Rei ZhG et al. · RSC Advances · 2020 · 18 citations · Full text

Numerical Analysis, Search Optimization, Large-scale Global Optimization +18

A sequential multi-fidelity surrogate-based optimization methodology based on expected improvement reduction

Haizhou Yang, Seong Hyeong Hong, Yi Wang · Structural and Multidisciplinary Optimization · 2022 · 13 citations

Model Optimization, Large-scale Global Optimization, Engineering +7

Multi-fidelity reduced-order model for GPU-enabled microfluidic concentration gradient design

Haizhou Yang, Seong Hyeon Hong, Gang Wang et al. · Engineering With Computers · 2022 · 10 citations

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