Sizhe Ma

12 papers Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bridging the Reality Gap in Digital Twins with Context-Aware, Physics-Guided Deep Learning.
J. Comput. Civ. Eng.
Sizhe Ma, Katherine A. Flanigan, Mario Bergés
2025 J jnl
Bridging the Reality Gap in Digital Twins with Context-Aware, Physics-Guided Deep Learning.
CoRR
Sizhe Ma, Katherine A. Flanigan, Mario Bergés
2025 J jnl
Digital Twin Technologies in Predictive Maintenance: Enabling Transferability via Sim-to-Real and Real-to-Sim Transfer.
CoRR
Sizhe Ma, Katherine A. Flanigan, Mario Bergés
2025 — conf
Investigating Read-After-Write Delay in Ferroelectric FET with Gate-Side Injection.
IRPS
Sizhe Ma, Saikat Chakraborty, Yixin Qin, Zijian Zhao, Jiahui Duan, Moonyoung Jung, Kijoon Kim, Suhwan Lim, Kwangyou Seo, Kwangsoo Kim, Wanki Kim, Daewon Ha, Vijaykrishnan Narayanan, Jaydeep P. Kulkarni, Kai Ni
2025 — conf
Levels of Autonomy for Predictive Maintenance: A Structured Approach with Digital Twin Integration.
DTPI
Sizhe Ma, Katherine A. Flanigan, Mario Bergés
2025 — conf
Retention Analysis of Ferroelectric FETs with Gate-Side Injection for Vertical NAND Storage.
IRPS
Yixin Qin, Saikat Chakraborty, Zijian Zhao, Sizhe Ma, Moonyoung Jung, Kijoon Kim, Suhwan Lim, Kwangyou Seo, Kwangsoo Kim, Wanki Kim, Daewon Ha, Vijaykrishnan Narayanan, Jaydeep P. Kulkarni, Kai Ni
2025 — conf
Towards a Universal Digital Twin Framework for Standardized Development.
DTPI
Sizhe Ma, Katherine A. Flanigan, Mario Bergés
2025 J jnl
Transformer-Based Indirect Structural Health Monitoring of Rail Infrastructure with Attention-Driven Detection and Localization of Transient Defects.
CoRR
Sizhe Ma, Katherine A. Flanigan, Mario Bergés, James D. Brooks
2024 J jnl
State-of-the-Art Review: The Use of Digital Twins to Support Artificial Intelligence-Guided Predictive Maintenance.
CoRR
Sizhe Ma, Katherine A. Flanigan, Mario Bergés
2024 J jnl
State-of-the-art review and synthesis: A requirement-based roadmap for standardized predictive maintenance automation using digital twin technologies.
Adv. Eng. Informatics
Sizhe Ma, Katherine A. Flanigan, Mario Bergés
2023 J jnl
State-of-the-Art Review and Synthesis: A Requirement-based Roadmap for Standardized Predictive Maintenance Automation Using Digital Twin Technologies.
CoRR
Sizhe Ma, Katherine A. Flanigan, Mario Bergés
2022 — conf
Integrated MPC-ILC control design for thermal control of a large-scale multi-zone building HVAC system.
BuildSys
Wei Liang, Sizhe Ma, Erica Cochran, Katherine A. Flanigan