Mario Bergés

Mario Bergés

Carnegie Mellon University

H-index: 39

North America-United States

About Mario Bergés

Mario Bergés, With an exceptional h-index of 39 and a recent h-index of 33 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Building Energy Management, Smart Infrastructure.

His recent articles reflect a diverse array of research interests and contributions to the field:

Digital Twin Technologies for Autonomous Environmental Control and Life Support Systems

Challenges in Cyber-Physical Attack Detection for Building Automation Systems

Modeling human behavior in cyber-physical-social infrastructure systems

State-of-the-Art Review and Synthesis: A Requirement-based Roadmap for Standardized Predictive Maintenance Automation Using Digital Twin Technologies

Lessons learned on the implementation of probabilistic graphical model-based digital twins: A space habitat study

Ten questions concerning reinforcement learning for building energy management

A critical investigation of the readiness of VAV systems to adopt grid-interactive capabilities

Anomaly identification algorithms for indirect structural health monitoring using a laboratory-scale railroad track system

Mario Bergés Information

University

Position

Professor Civil and Environmental Engineering Department

Citations(all)

6088

Citations(since 2020)

3752

Cited By

3810

hIndex(all)

39

hIndex(since 2020)

33

i10Index(all)

99

i10Index(since 2020)

74

Email

University Profile Page

Carnegie Mellon University

Google Scholar

View Google Scholar Profile

Mario Bergés Skills & Research Interests

Building Energy Management

Smart Infrastructure

Top articles of Mario Bergés

Title

Journal

Author(s)

Publication Date

Digital Twin Technologies for Autonomous Environmental Control and Life Support Systems

Journal of Aerospace Information Systems

Nicolas Gratius

Zhichen Wang

Min Young Hwang

Yu Hou

Annika Rollock

...

2024/1

Challenges in Cyber-Physical Attack Detection for Building Automation Systems

Isabel Madeleine Runge

Burcu Akinci

Mario Bergés

2023/11/15

Modeling human behavior in cyber-physical-social infrastructure systems

Maral Doctorarastoo

Katherine Flanigan

Mario Bergés

Christopher McComb

2023/11/15

State-of-the-Art Review and Synthesis: A Requirement-based Roadmap for Standardized Predictive Maintenance Automation Using Digital Twin Technologies

Sizhe Ma

Katherine A Flanigan

Mario Bergés

2023/11/13

Lessons learned on the implementation of probabilistic graphical model-based digital twins: A space habitat study

Journal of Space Safety Engineering

Nicolas Gratius

Yu Hou

Mario Bergés

Burcu Akinci

2023/6/1

Ten questions concerning reinforcement learning for building energy management

Building and Environment

Zoltan Nagy

Gregor Henze

Sourav Dey

Javier Arroyo

Lieve Helsen

...

2023/8/1

A critical investigation of the readiness of VAV systems to adopt grid-interactive capabilities

Energy and Buildings

Elvin Vindel

Burcu Akinci

Mario Bergés

2023/5/1

Anomaly identification algorithms for indirect structural health monitoring using a laboratory-scale railroad track system

Guillermo Montero

Jeremy Yin

Katherine A Flanigan

Mario Bergés

James D Brooks

2023/4/25

Open-source hardware and software for a laboratory-scale track and moving vehicle actuation system used for indirect broken rail detection

Jeremy Yin

Guillermo Montero

Katherine A Flanigan

Mario Bergés

James D Brooks

2023/4/18

Characterizing data sharing in civil infrastructure engineering: Current practice, future vision, barriers, and promotion strategies

Journal of Computing in Civil Engineering

Yanyu Wang

Pingbo Tang

Kaijian Liu

Jiannan Cai

Ran Ren

...

2023/3/1

AlphaShed: A scalable load flexibility model for shedding potential in commercial HVAC systems

Energy and Buildings

Elvin Vindel

Mario Bergés

Burcu Akinci

Olga Kavvada

Valentin Gavan

2023/1/15

Updating subsystem-level fault-symptom relationships for Temperature and Humidity Control Systems with redundant functions

Journal of Space Safety Engineering

Min Young Hwang

Burcu Akinci

Mario Berges

2024/3/1

FSBrick: An information model for representing fault-symptom relationships in HVAC systems

Min Young Hwang

Burcu Akinci

Mario Berges

2023/11/15

Unmasking the Thermal Behavior of Single-Zone Multi-Room Houses: An Empirical Study

Ozan Baris Mulayim

Mario Bergés

2023/11/15

Exploring the potentials and challenges of cyber-physical-social infrastructure systems for achieving human-centered objectives

Maral Doctorarastoo

Katherine Flanigan

Mario Bergés

Christopher McComb

2023/11/15

The field of human building interaction for convergent research and innovation for intelligent built environments

Scientific reports

Burcin Becerik-Gerber

Gale Lucas

Ashrant Aryal

Mohamad Awada

Mario Bergés

...

2022/12/21

Ten questions concerning human-building interaction research for improving the quality of life

Building and Environment

Burçin Becerik-Gerber

Gale Lucas

Ashrant Aryal

Mohamad Awada

Mario Berges

...

2022/12/1

Electrical meter system for energy desegregation

2022/11/15

Functional Requirements Enabling Levels of Predictive Maintenance Automation and Autonomy

Katherine A Flanigan

Sizhe Ma

Mario Bergés

2022/10/24

The Digital Twin Landscape at the Crossroads of Predictive Maintenance, Machine Learning and Physics Based Modeling

arXiv preprint arXiv:2206.10462

Brian Kunzer

Mario Berges

Artur Dubrawski

2022/6/21

See List of Professors in Mario Bergés University(Carnegie Mellon University)

Co-Authors

H-index: 89
Jose M. F. Moura

Jose M. F. Moura

Carnegie Mellon University

H-index: 63
H. Scott Matthews

H. Scott Matthews

Carnegie Mellon University

H-index: 51
Burcu Akinci

Burcu Akinci

Carnegie Mellon University

H-index: 48
Kamin Whitehouse

Kamin Whitehouse

University of Virginia

H-index: 47
Yuvraj Agarwal

Yuvraj Agarwal

Carnegie Mellon University

H-index: 43
Lucio Soibelman

Lucio Soibelman

University of Southern California

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