Hui Yang - Penn State Cancer Institute
Researcher Profile
Hui Yang
Professor, Marcus Department of Industrial and Manufacturing Engineering
Scientific Program:Cancer Control
Recent Publications
2025
Ye, Z, Cai, Z, Yang, H, Si, S & Zhao, QQ 2025, 'Enhancing adaptive failure risk prognosis for cutting tools in heterogeneous working environments: A comprehensive modeling framework', Expert Systems With Applications, vol. 280, 127527. https://doi.org/10.1016/j.eswa.2025.127527
Ye, Z, Wang, L, Yang, H & Cai, Z 2025, 'Multivariate failure prognosis of cutting tools under heterogeneous operating conditions', Advanced Engineering Informatics, vol. 65, 103198. https://doi.org/10.1016/j.aei.2025.103198
Liu, R & Yang, H 2025, 'Self-organizing network simulation of cardiac electrical dynamics', Chaos, vol. 35, no. 4, 041102. https://doi.org/10.1063/5.0261019
2024
Kim, H, Hartleb, T, Bello, K, Aqlan, F, Zhao, R & Yang, H 2024, 'Behavioral Modeling of Collaborative Problem Solving in Multiplayer Virtual Reality Manufacturing Simulation Games', Journal of Computing and Information Science in Engineering, vol. 24, no. 3, 031006. https://doi.org/10.1115/1.4063089
Zhang, S, Yang, H, Yang, Z & Lu, Y 2024, 'Engineering-Guided Deep Learning of Melt-Pool Dynamics for Additive Manufacturing Quality Monitoring', Journal of Computing and Information Science in Engineering, vol. 24, no. 10, 101002. https://doi.org/10.1115/1.4066026
Kuo, T & Yang, H 2024, 'Federated Learning on Distributed and Encrypted Data for Smart Manufacturing', Journal of Computing and Information Science in Engineering, vol. 24, no. 7, 071007. https://doi.org/10.1115/1.4065571
Shi, X, Lee, H & Yang, H 2024, Multi-agent Modeling of Human Traffic Dynamics for Rapid Response to Public Emergency in Spatial Networks. in 2024 IEEE 20th International Conference on Automation Science and Engineering, CASE 2024. IEEE International Conference on Automation Science and Engineering, IEEE Computer Society, pp. 374-380, 20th IEEE International Conference on Automation Science and Engineering, CASE 2024, Bari, Italy, 8/28/24. https://doi.org/10.1109/CASE59546.2024.10711522
Zhang, S, Lu, Y & Yang, H 2025, 'Multiscale basis modeling of 3D melt-pool morphological variations for manufacturing process monitoring', International Journal of Advanced Manufacturing Technology, vol. 136, no. 9, pp. 4055-4066. https://doi.org/10.1007/s00170-024-13377-2
Lee, H, Finke, D & Yang, H 2024, 'Privacy-Preserving Neural Networks for Smart Manufacturing', Journal of Computing and Information Science in Engineering, vol. 24, no. 7, 071002. https://doi.org/10.1115/1.4063728
Liu, R & Yang, H 2024, 'Self-organizing network representation of human heart', Chaos, vol. 34, no. 12. https://doi.org/10.1063/5.0243391
2023
Hanchate, A, Dave, PS, Verma, A, Tiwari, A, Mishra, CS, Kumara, SRT, Srivastava, A, Yang, H, Narayanan, V, Sampson, JM, Kandemir, MT, Lee, KH, Pugh, TM, Jorden, A, Natarajan, G, Sagapuram, D & Bukkapatnam, STS 2023, 'A Graphical Representation of Sensor Mapping for Machine Tool Fault Monitoring and Prognostics for Smart Manufacturing', Smart and Sustainable Manufacturing Systems, vol. 7, no. 1, pp. 82-110. https://doi.org/10.1520/SSMS20220031
Lee, H & Yang, H 2023, DIGITAL TWIN SIMULATION AND OPTIMIZATION OF MANUFACTURING PROCESS FLOWS. in Manufacturing Equipment and Automation; Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability., v002t07a013, Proceedings of ASME 2023 18th International Manufacturing Science and Engineering Conference, MSEC 2023, vol. 2, American Society of Mechanical Engineers, ASME 2023 18th International Manufacturing Science and Engineering Conference, MSEC 2023, New Brunswick, United States, 6/12/23. https://doi.org/10.1115/msec2023-105613
Lee, H & Yang, H 2023, 'Digital Twinning and Optimization of Manufacturing Process Flows', Journal of Manufacturing Science and Engineering, vol. 145, no. 11, 111008. https://doi.org/10.1115/1.4063234
Krall, A, Finke, D & Yang, H 2024, 'Distributed cryptosystem for service-oriented smart manufacturing', IISE Transactions, vol. 56, no. 12, pp. 1346-1359. https://doi.org/10.1080/24725854.2023.2291728
Roh, BM, Simpson, TW, Yang, H, Kumara, SRT, Witherell, P & Jones, AT 2023, 'Ensuring Quality in Metal Additive Manufacturing Through a V-Model Framework', IEEE Access, vol. 11, pp. 123807-123819. https://doi.org/10.1109/ACCESS.2023.3327054
Hartleb, T, Kim, H, Zhao, R, Aqlan, F & Yang, H 2023, 'Exploring Magic Interactions for Collaboration in Virtual Reality Learning Factory', ASEE Annual Conference and Exposition, Conference Proceedings.
Alomran, O, Qiu, R & Yang, H 2023, 'Hierarchical clinical decision support for breast cancer care empowered with Bayesian networks', Digital Transformation and Society, vol. 2, no. 2, pp. 163-178. https://doi.org/10.1108/DTS-11-2022-0063
Ye, Z, Cai, Z, Yang, H, Si, S & Zhou, F 2023, 'Joint optimization of maintenance and quality inspection for manufacturing networks based on deep reinforcement learning', Reliability Engineering and System Safety, vol. 236, 109290. https://doi.org/10.1016/j.ress.2023.109290
Yang, H, Reijonen, J & Revuelta, A 2023, MULTI-RESOLUTION QUALITY INSPECTION FOR ADDITIVE MANUFACTURING. in Additive Manufacturing; Advanced Materials Manufacturing; Biomanufacturing; Life Cycle Engineering., v001t01a011, Proceedings of ASME 2023 18th International Manufacturing Science and Engineering Conference, MSEC 2023, vol. 1, American Society of Mechanical Engineers, ASME 2023 18th International Manufacturing Science and Engineering Conference, MSEC 2023, New Brunswick, United States, 6/12/23. https://doi.org/10.1115/msec2023-104348
Kim, H, Yang, H, Ednie, AR & Bennett, ES 2024, 'Model-guided concurrent data assimilation for calibrating cardiac ion-channel kinetics', IISE Transactions on Healthcare Systems Engineering, vol. 14, no. 2, pp. 153-166. https://doi.org/10.1080/24725579.2023.2239271
Liu, R & Yang, H 2023, 'Multimodal probabilistic modeling of melt pool geometry variations in additive manufacturing', Additive Manufacturing, vol. 61, 103375. https://doi.org/10.1016/j.addma.2022.103375
Yang, H, Reijonen, J & Revuelta, A 2023, 'Multiresolution Quality Inspection of Layerwise Builds for Metal 3D Printer and Scanner', Journal of Manufacturing Science and Engineering, vol. 145, no. 10, 101004. https://doi.org/10.1115/1.4057013
Chen, CB, Wang, Y, Fu, X & Yang, H 2023, 'Recurrence Network Analysis of Histopathological Images for the Detection of Invasive Ductal Carcinoma in Breast Cancer', IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 20, no. 5, pp. 3234-3244. https://doi.org/10.1109/TCBB.2023.3282798
2022
Sloan, HA, Zhao, R, Aqlan, F, Yang, H & Zhu, R 2022, 'Adaptive Virtual Assistant for Virtual Reality-based Remote Learning', ASEE Annual Conference and Exposition, Conference Proceedings.
Zhu, R, Aqlan, F, Zhao, R, Yang, H & Li, Y 2022, Advanced Modeling of Problem-solving Behavior in Virtual Reality Manufacturing Environments. in K Ellis, W Ferrell & J Knapp (eds), IISE Annual Conference and Expo 2022. IISE Annual Conference and Expo 2022, Institute of Industrial and Systems Engineers, IISE, IISE Annual Conference and Expo 2022, Seattle, United States, 5/21/22.
Yang, H, Zhang, S, Liu, R, Krall, A, Wang, Y, Ventura, M & Deflitch, C 2022, Epidemic Informatics and Control: A Review from System Informatics to Epidemic Response and Risk Management in Public Health. in H Yang, R Qiu & W Chen (eds), AI and Analytics for Public Health - Proceedings of the 2020 INFORMS International Conference on Service Science. Springer Proceedings in Business and Economics, Springer Science and Business Media B.V., pp. 1-58, INFORMS International Conference on Service Science, ICSS 2020, Virtual, Online, 12/19/20. https://doi.org/10.1007/978-3-030-75166-1_1
Su, S, Xue, T, Chen, Y & Yang, H 2023, 'Harmonic control of a dual-valve hydraulic servo system with dynamically allocated flows', Asian Journal of Control, vol. 25, no. 3, pp. 1939-1956. https://doi.org/10.1002/asjc.2812
Ye, Z, Si, S, Yang, H, Cai, Z & Zhou, F 2022, 'Machine and Feedstock Interdependence Modeling for Manufacturing Networks Performance Analysis', IEEE Transactions on Industrial Informatics, vol. 18, no. 8, pp. 5067-5076. https://doi.org/10.1109/TII.2021.3129003
Roh, BM, Kumara, SRT, Yang, H, Simpson, TW, Witherell, P, Jones, AT & Lu, Y 2022, 'Ontology Network-Based In-Situ Sensor Selection for Quality Management in Metal Additive Manufacturing', Journal of Computing and Information Science in Engineering, vol. 22, no. 6, 060905. https://doi.org/10.1115/1.4055853
Zhu, R, Aqlan, F & Yang, H 2022, Optimal Resource Allocation for Coverage Control of City Crimes. in H Yang, R Qiu & W Chen (eds), AI and Analytics for Public Health - Proceedings of the 2020 INFORMS International Conference on Service Science. Springer Proceedings in Business and Economics, Springer Science and Business Media B.V., pp. 149-161, INFORMS International Conference on Service Science, ICSS 2020, Virtual, Online, 12/19/20. https://doi.org/10.1007/978-3-030-75166-1_9
Zhu, R, Aqlan, F, Zhao, R & Yang, H 2022, 'Sensor-based modeling of problem-solving in virtual reality manufacturing systems', Expert Systems With Applications, vol. 201, 117220. https://doi.org/10.1016/j.eswa.2022.117220
Kim, H, Yang, H, Ednie, AR & Bennett, ES 2022, 'Simulation Modeling of Reduced Glycosylation Effects on Potassium Channels of Mouse Cardiomyocytes', Frontiers in Physiology, vol. 13, 816651. https://doi.org/10.3389/fphys.2022.816651
Liu, R & Yang, H 2022, 'Spatial Tessellation of Infectious Disease Spread for Epidemic Decision Support', IEEE Robotics and Automation Letters, vol. 7, no. 1, pp. 626-633. https://doi.org/10.1109/LRA.2021.3131699
Yang, H, Zhang, S, Lu, Y, Witherell, P & Kumara, S 2022, 'Spatiotemporal Monitoring of Melt-Pool Variations in Metal-Based Additive Manufacturing', IEEE Robotics and Automation Letters, vol. 7, no. 3, pp. 8249-8256. https://doi.org/10.1109/LRA.2022.3187540
Krall, A, Finke, D & Yang, H 2023, 'Virtual sensing network for statistical process monitoring', IISE Transactions, vol. 55, no. 11, pp. 1103-1117. https://doi.org/10.1080/24725854.2022.2148779
2021
Yao, B, Chen, Y & Yang, H 2022, 'Constrained Markov Decision Process Modeling for Optimal Sensing of Cardiac Events in Mobile Health', IEEE Transactions on Automation Science and Engineering, vol. 19, no. 2, pp. 1017-1029. https://doi.org/10.1109/TASE.2021.3052483
Doppalapudi, S, Yang, H, Jourquin, J & Qiu, RG 2021, Deep Learning and Prediction of Survival Period for Breast Cancer Patients. in Lecture Notes in Operations Research. Lecture Notes in Operations Research, vol. Part F3779, Springer Nature, pp. 1-22. https://doi.org/10.1007/978-3-030-90275-9_1
Zhu, R, Aqlan, F, Zhao, R & Yang, H 2021, 'Eye-Track Modeling of Problem-Solving in Virtual Manufacturing Environments', ASEE Annual Conference and Exposition, Conference Proceedings.
Liu, R, Vogt, BD & Yang, H 2021, 'Gaussian process monitoring of layerwise-dependent imaging data', IEEE Robotics and Automation Letters, vol. 6, no. 4, 9508196, pp. 8029-8036. https://doi.org/10.1109/LRA.2021.3102625
Yang, Z, Lu, Y, Li, S, Li, J, Ndiaye, Y, Yang, H & Krishnamurty, S 2021, In-process data fusion for process monitoring and control of metal additive manufacturing. in 41st Computers and Information in Engineering Conference (CIE)., v002t02a072, Proceedings of the ASME Design Engineering Technical Conference, vol. 2, American Society of Mechanical Engineers (ASME), 41st Computers and Information in Engineering Conference, CIE 2021, Held as Part of the ASME 2021 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC-CIE 2021, Virtual, Online, 8/17/21. https://doi.org/10.1115/DETC2021-71813
Roh, BM, Kumara, SRT, Yang, H, Simpson, TW, Witherell, P & Lu, Y 2021, In-situ observation selection for quality management in metal additive manufacturing. in 41st Computers and Information in Engineering Conference (CIE)., v002t02a069, Proceedings of the ASME Design Engineering Technical Conference, vol. 2, American Society of Mechanical Engineers (ASME), 41st Computers and Information in Engineering Conference, CIE 2021, Held as Part of the ASME 2021 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC-CIE 2021, Virtual, Online, 8/17/21. https://doi.org/10.1115/DETC2021-70035
Meyers, A & Yang, H 2022, 'Markov Chains for Fault-Tolerance Modeling of Stochastic Networks', IEEE Transactions on Automation Science and Engineering, vol. 19, no. 3, pp. 2591-2606. https://doi.org/10.1109/TASE.2021.3093035
Su, S, Wang, C, Chen, K, Zhang, J & Yang, H 2021, 'Mpcr-net: Multiple partial point clouds registration network using a global template', Applied Sciences (Switzerland), vol. 11, no. 22, 10535. https://doi.org/10.3390/app112210535
Zhang, S, Ventura, MJ & Yang, H 2021, Network Modeling and Analysis of COVID-19 Testing Strategies. in 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers Inc., pp. 2003-2006, 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021, Virtual, Online, Mexico, 11/1/21. https://doi.org/10.1109/EMBC46164.2021.9629754
Chen, R, Lu, Y, Witherell, P, W. Simpson, T, Kumara, S & Yang, H 2021, 'Ontology-Driven Learning of Bayesian Network for Causal Inference and Quality Assurance in Additive Manufacturing', IEEE Robotics and Automation Letters, vol. 6, no. 3, 9457187, pp. 6032-6038. https://doi.org/10.1109/LRA.2021.3090020
Ye, Z, Yang, H, Cai, Z, Si, S & Zhou, F 2021, 'Performance evaluation of serial-parallel manufacturing systems based on the impact of heterogeneous feedstocks on machine degradation', Reliability Engineering and System Safety, vol. 207, 107319. https://doi.org/10.1016/j.ress.2020.107319
Pei, S, Wang, K, Chen, CB, Li, J, Li, Y, Zeng, D, Su, X & Yang, H 2021, 'Process-structure-property analysis of short carbon fiber reinforced polymer composite via fused filament fabrication', Journal of Manufacturing Processes, vol. 64, pp. 544-556. https://doi.org/10.1016/j.jmapro.2021.02.019
Chen, R, Rao, P, Lu, Y, Reutzel, EW & Yang, H 2021, 'Recurrence network analysis of design-quality interactions in additive manufacturing', Additive Manufacturing, vol. 39, 101861. https://doi.org/10.1016/j.addma.2021.101861
Yang, H, Rao, P, Simpson, T, Lu, Y, Witherell, P, Nassar, AR, Reutzel, E & Kumara, S 2021, 'Six-Sigma Quality Management of Additive Manufacturing', Proceedings of the IEEE, vol. 109, no. 4, 9272610, pp. 347-376. https://doi.org/10.1109/JPROC.2020.3034519
Zhang, S & Yang, H 2021, Spatial Modeling and Analysis of Human Traffic and Infectious Virus Spread in Community Networks. in 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers Inc., pp. 2286-2289, 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021, Virtual, Online, Mexico, 11/1/21. https://doi.org/10.1109/EMBC46164.2021.9630798
Yang, H, Chen, R & Kumara, S 2021, 'Stable matching of customers and manufacturers for sharing economy of additive manufacturing', Journal of Manufacturing Systems, vol. 61, pp. 288-299. https://doi.org/10.1016/j.jmsy.2021.09.013
Zhang, S, Yang, S & Yang, H 2021, Statistical Analysis of Spatial Network Characteristics in Relation to COVID-19 Transmission Risks in US Counties. in 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers Inc., pp. 2278-2281, 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021, Virtual, Online, Mexico, 11/1/21. https://doi.org/10.1109/EMBC46164.2021.9629892