Scholar
Sizhe Ma
Google Scholar ID: kDGWKlcAAAAJ
Carnegie Mellon University
Predictive Maintenance
Digital Twin
Computer Science
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Citations & Impact
All-time
Citations
70
H-index
3
i10-index
2
Publications
9
Co-authors
4
list available
Publications
4 items
Grounding Time-Series Foundation Models in Digital Twin Topology for Predictive Maintenance
2026
Cited
0
TS-Skill: A Benchmark for Evaluating Analytical Skills in Time-Series Question Answering
2026
Cited
0
Transformer-Based Indirect Structural Health Monitoring of Rail Infrastructure with Attention-Driven Detection and Localization of Transient Defects
2025
Cited
0
Bridging the Reality Gap in Digital Twins with Context-Aware, Physics-Guided Deep Learning
2025
Cited
0
Co-authors
2 total
Katherine Flanigan
Assistant Professor, Carnegie Mellon University
Mario Bergés
Professor, Civil and Environmental Engineering Department, Carnegie Mellon University
