Published in Structure and Multidisciplinary Optimization, 2026
Recommended citation: Tsai, Ying-Kuan, Chen, Yi-Ping, Karkaria, V., and Chen, W., "Reinforcement Learning-Based Control Co-Design of Digital Twin-Enabled Full-Vehicle Active Suspension Systems. " Structure and Multidisciplinary Optimization (2026)69:108
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Published in Journal of Manufacturing Systems, 2026
Recommended citation: Chen, Y.-P., Suarez, D., Tsai, Y.-K., Karkaria, V., Chen, Z., Hu, G., Guo, P., Cao, J., and Chen, W., "Adaptive Digital Twin of Sheet Metal Forming via Proper Orthogonal Decomposition-Based Koopman Operator with Model Predictive Control. " Journal of Manufacturing Systems 86C: 762-773
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Published in Machine Learning: Engineering, 2026
Recommended citation: Jay Lee, Hanqi Su, Marco Macchi, Adalberto Polenghi, Wei Wu, Zhiheng Zhao, George Q Huang, Kiva Allgood, Devendra Jain, Benedikt Gieger, Vibhor Pandhare, Soumyabrata Bhattacharjee, Ram Mohril, Lingbao Kong, Sungjong Kim, Chan Hee Park, Byeng D Youn, Guo D Goh, Xi Huang, Wai Yee Yeong, Yung C Shin, He Zhang, Zitong Wang, Fei Tao, Jagjit Singh Srai, Satyandra Gupta, Byung Gun Joung, Albin John, John W Sutherland, Sang W Lee, Olga Fink, Vinay Sharma, Faez Ahmed, Wei (Wayne) Chen, Mark Fuge, Arild Waaler, Martin G Skjæveland, Dimitris Kiritsis, Wei Chen, Vispi Nevile Karkaria, Yi-Ping Chen, Ying-Kuan Tsai, Joseph Cohen, Xun Huan, Jing (Janet) Lin, Liangwei Zhang, Gregory W Vogl, Aaron W Cornelius, Xiaodong Jia, Dai-Yan Ji, Takanobu Minami and Ruoxin Wang, "2026 Roadmap on Artificial Intelligence and Machine Learning for Smart Manufacturing. " Machine Learning Engineering DOI: 10.1088/3049-4761/ae5967
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Published in Journal of Mechanical Design, 2026
Recommended citation: Wang, Zihan, Chen, Yi-Ping, Dolar, Tuba, and Wei Chen. "ARCO-BO: Adaptive Resource-aware COllaborative Bayesian Optimization for Heterogeneous Multi-Agent Design. " Journal of Mechanical Design 148 (2026): 091703.
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Published in Machine Learning: Science and Technology, 2025
Recommended citation: Karkaria, V., Lee, D., Chen, Y.-P., Yu, Y. & Chen, W., "An Attention-Based Spatio-Temporal Neural Operator for Evolving Physics. " IOP Machine Learning: Science and Technology, Nov. 2025; 6 045036.
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Published in Journal of Mechanical Design, 2025
Recommended citation: Chen, Y. P., Tsai, Y.-K., Karkaria, V., & Chen, W., "Uncertainty-Aware Digital Twins: Robust Model Predictive Control Using Time-Series Deep Quantile Learning. " ASME Journal of Mechanical Design, Special Issue: Data Driven Design under Uncertainty, February 2026; 148(2): 021702.
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Published in Journal of Manufacturing Systems, 2025
Recommended citation: Chen, Y.-P., Karkaria, V., Tsai, Y.-K., Rolark, F., Quispe, D., Gao, R. X., Cao, J., & Chen, W., "Real-time decision-making for Digital Twin in additive manufacturing with Model Predictive Control using time-series deep neural networks." Journal of Manufacturing Systems, 80(2025): 412-424.
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Published in Engineering Optimization, 2025
Recommended citation: Karkaria, V., Tsai, Y. K., Chen, Y. P., & Chen, W., "An Optimization-Centric Review on Integrating Artificial Intelligence and Digital Twin Technologies in Manufacturing." Engineering Optimization, 1-47 (2025).
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Published in Computational Methods for Applied Mechanics and Engineering, 2024
Recommended citation: Chen, Y. P., Wang, L., Comlek, Y., & Chen, W., "A Latent Variable Approach for Non-Hierarchical Multi-Fidelity Adaptive Sampling." Computer Methods in Applied Mechanics and Engineering, 421 (2024), 116773.
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Published in Journal of Mechanical Design, 2021
Recommended citation: Chen, Yi-Ping, and Kuei-Yuan Chan. "Unknown Parameter Excitation and Estimation for Complex Systems With Dynamic Performances." Journal of Mechanical Design 143.9 (2021): 091704.
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Published:
Recommended citation: Nicholas K. Dewberry, Issa AlHmoud, Kevin Benton, Derick Suarez, Yi-Ping Chen, Vispi Karkaria, Ying-Kuan Tsai, Meccaya Brock, Nooralhuda Alazzawi, Shuva Chowdhury, Wei Chen, Jian Cao, and Balakrishna Gokaraju, "A real-time VR-enabled digital twin framework for multi-user interaction in Industry 4.0." Manufacturing Letters, Volume 44, 2025,Pages 1486-1497.'
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Published:
Recommended citation: Chen, Yi-Ping, and Kuei-Yuan Chan. "Designing excitation maneuvers with maximal parameter sensitivity for an x-by-wire autonomous tricycle." International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Vol. 84010. American Society of Mechanical Engineers, 2020.
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