Mario Bergés
Scholar

Mario Bergés

Google Scholar ID: b7XUPaQAAAAJ
Professor, Civil and Environmental Engineering Department, Carnegie Mellon University
Building Energy ManagementSmart Infrastructure
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
8,060
 
H-index
45
 
i10-index
114
 
Publications
20
 
Co-authors
130
list available
Publications
7 items
Grounding Time-Series Foundation Models in Digital Twin Topology for Predictive Maintenance
2026
Cited
0
Transformer-Based Indirect Structural Health Monitoring of Rail Infrastructure with Attention-Driven Detection and Localization of Transient Defects
2025
Cited
0
Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC
2025
Cited
0
Semantic Technologies in Practical Demand Response: An Informational Requirement-based Roadmap
2025
Cited
0
Street View Sociability: Interpretable Analysis of Urban Social Behavior Across 15 Cities
2025
Cited
0
Bridging the Reality Gap in Digital Twins with Context-Aware, Physics-Guided Deep Learning
2025
Cited
0
Foundation Models for CPS-IoT: Opportunities and Challenges
2025
Cited
0
Co-authors
11 total
Hae Young Noh
Hae Young Noh
Associate Professor of Civil and Environmental Engineering, Stanford University
Bingqing Chen
Bingqing Chen
Bosch Center for Artificial Intelligence
Dezhi Hong
Dezhi Hong
Amazon
Mani Srivastava
Mani Srivastava
Professor of Electrical & Computer Engineering, and Professor of Computer Science, UCLA
Jose M. F. Moura
Jose M. F. Moura
Philip L. and Marsha Dowd University Professor, Carnegie Mellon University
Gabe Fierro
Gabe Fierro
Colorado School of Mines / National Renewable Energy Laboratory
Jingxiao Liu
Jingxiao Liu
Postdoc @ MIT, Ph.D. @ Stanford CEE
Joel B. Harley
Joel B. Harley
Associate Professor & Kent and Linda Fuchs Faculty Fellow, University of Florida