Inverse design of microfluidic concentration gradient generator using deep learning and physics-based component model SH Hong, H Yang, Y Wang Microfluidics and Nanofluidics 24 (6), 44, 2020 | 28 | 2020 |
Surrogate-based optimization with adaptive sampling for microfluidic concentration gradient generator design H Yang, SH Hong, R ZhG, Y Wang RSC advances 10 (23), 13799-13814, 2020 | 23 | 2020 |
A sequential multi-fidelity surrogate-based optimization methodology based on expected improvement reduction H Yang, SH Hong, Y Wang Structural and Multidisciplinary Optimization 65 (5), 153, 2022 | 11 | 2022 |
Multi-fidelity reduced-order model for GPU-enabled microfluidic concentration gradient design H Yang, SH Hong, G Wang, Y Wang Engineering with Computers 39 (4), 2869-2887, 2023 | 8 | 2023 |
Neural-physics multi-fidelity model with active learning and uncertainty quantification for GPU-enabled microfluidic concentration gradient generator design H Yang, J Ou, Y Wang Computer Methods in Applied Mechanics and Engineering 417, 116434, 2023 | 6 | 2023 |
A sparse multi-fidelity surrogate-based optimization method with computational awareness H Yang, Y Wang Engineering with Computers 39 (5), 3473-3489, 2023 | 4 | 2023 |
A low-cost indoor positioning system based on data-driven modeling for robotics research and education J Ou, SH Hong, T Kyzer, H Yang, X Zhou, Y Wang Robotica 41 (9), 2648-2667, 2023 | 4 | 2023 |
A novel adaptive sampling method based on expected improvement reduction H Yang, SH Hong, Y Wang SoutheastCon 2022, 514-521, 2022 | 1 | 2022 |
克劳斯燃烧炉花墙结构改进 杨海洲, 武锦涛, 胡大鹏 高校化学工程学报 32 (5), 1090-1096, 2018 | 1 | 2018 |
Attention-based multi-fidelity machine learning model for fractional flow reserve assessment H Yang, BK Nallamothu, CA Figueroa, K Garikipati Computer Methods in Applied Mechanics and Engineering 432, 117338, 2024 | | 2024 |
Parametric Dynamic Simulation and Bayesian Design Optimization of a Front-Loading Washing Machine F Hashemian, H Yang, Y Wang, X Deng, S Kim, R Vaidhyanathan Journal of Vibration Engineering & Technologies, 1-22, 2024 | | 2024 |
Multi-fidelity surrogate-based optimization for microfluidic concentration gradient generator design H Yang, SH Hong, Y Qian, Y Wang Engineering Computations 40 (4), 772-792, 2023 | | 2023 |
Multi-Fidelity Surrogate and Reduced-Order Model-Based Microfluidic Concentration Gradient Generator Design H Yang University of South Carolina, 2022 | | 2022 |