Vispi Karkaria

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Digital Twin Framework Utilizing Machine Learning for Robust Predictive Maintenance: Enhancing Tire Health Monitoring.
J. Comput. Inf. Sci. Eng.
Vispi Karkaria, Jie Chen, Christopher Luey, Chase Siuta, Damien Lim, Robert Radulescu, Wei Chen
2025 J jnl
Adaptive Digital Twin of Sheet Metal Forming via Proper Orthogonal Decomposition-Based Koopman Operator with Model Predictive Control.
CoRR
Yi-Ping Chen, Derick Suarez, Ying-Kuan Tsai, Vispi Karkaria, Guanzhong Hu, Zihan Chen, Ping Guo, Jian Cao, Wei Chen
2025 J jnl
An Attention-based Spatio-Temporal Neural Operator for Evolving Physics.
CoRR
Vispi Karkaria, Doksoo Lee, Yi-Ping Chen, Yue Yu, Wei Chen
2025 J jnl
An attention-based spatio-temporal neural operator for evolving physics.
Mach. Learn. Sci. Technol.
Vispi Karkaria, Doksoo Lee, Yi-Ping Chen, Yue Yu, Wei Chen
2025 J jnl
Digital Twin-based Control Co-Design of Full Vehicle Active Suspensions via Deep Reinforcement Learning.
CoRR
Ying-Kuan Tsai, Yi-Ping Chen, Vispi Karkaria, Wei Chen
2025 J jnl
Digital Twin-enabled Multi-generation Control Co-Design with Deep Reinforcement Learning.
CoRR
Ying-Kuan Tsai, Vispi Karkaria, Yi-Ping Chen, Wei Chen
2025 J jnl
Real-Time Decision-Making for Digital Twin in Additive Manufacturing with Model Predictive Control using Time-Series Deep Neural Networks.
CoRR
Yi-Ping Chen, Vispi Karkaria, Ying-Kuan Tsai, Faith Rolark, Daniel Quispe, Robert X. Gao, Jian Cao, Wei Chen
2025 J jnl
Uncertainty-Aware Digital Twins: Robust Model Predictive Control using Time-Series Deep Quantile Learning.
CoRR
Yi-Ping Chen, Ying-Kuan Tsai, Vispi Karkaria, Wei Chen
2024 J jnl
A Digital Twin Framework Utilizing Machine Learning for Robust Predictive Maintenance: Enhancing Tire Health Monitoring.
CoRR
Vispi Karkaria, Jie Chen, Christopher Luey, Chase Siuta, Damien Lim, Robert Radulescu, Wei Chen
2024 J jnl
Security and Privacy of Digital Twins for Advanced Manufacturing: A Survey.
CoRR
Alexander D. Zemskov, Yao Fu, Runchao Li, Xufei Wang, Vispi Karkaria, Ying-Kuan Tsai, Wei Chen, Jianjing Zhang, Robert Gao, Jian Cao, Kenneth A. Loparo, Pan Li
2024 J jnl
Towards a Digital Twin Framework in Additive Manufacturing: Machine Learning and Bayesian Optimization for Time Series Process Optimization.
CoRR
Vispi Karkaria, Anthony Goeckner, Rujing Zha, Jie Chen, Jianjing Zhang, Qi Zhu, Jian Cao, Robert X. Gao, Wei Chen