Yi-Ping’s Homepage

Here, you can check out my Journal Articles and Peer-Reviewed Conference Paper (Full-paper). You can also find my articles on my Google Scholar profile.

Journal Article

Uncertainty-Aware Digital Twins: Robust Model Predictive Control Using Time-Series Deep Quantile Learning

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.
Download Paper

Real-Time Decision-Making for Digital Twin in Additive Manufacturing with Model Predictive Control using Time-Series Deep Neural Networks

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.
Download Paper

An Optimization-Centric Review on Integrating Artificial Intelligence and Digital Twin Technologies in Manufacturing

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).
Download Paper

A Latent Variable Approach for Non-Hierarchical Multi-Fidelity Adaptive Sampling

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.
Download Paper

Unknown Parameter Excitation and Estimation for Complex Systems With Dynamic Performances

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.
Download Paper

Peer-Reviewed Conference Paper (Full-paper)

A Real-Time VR-Enabled Digital Twin Framework for Multi-User Interaction in Industry 4.0

Published: June 25, 2025

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.'
Download Paper

Designing Excitation Maneuvers with Maximal Parameter Sensitivity for an X-by-Wire Autonomous Tricycle

Published: August 16, 2020

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.
Download Paper