Mario Bergés - Publications, H-index & Citations

Mario Bergés

carnegie mellon university

38H指数

228论文数

4.7K被引数

收录论文 31

发表时间

Forging EMPIRE: A data-driven agent-based model for scenario-based generalizability in spatio-temporal human behavior modeling 锻造帝国：一种面向基于场景泛化性的时空人类行为建模的数据驱动代理模型

computers, environment and urban systems

IF0

2026-02-26

OAAI

Maral Doctorarastoo; Katherine A. Flanigan; Mario Bergés; Christopher McComb

MORICHI: a Dataset to Study Urban Overheating during Extreme Heat in a Hot-Summer Humid Continental Climate MORICHI：一个用于研究热夏湿润大陆气候下极端高温期间城市过热现象的数据库

Scientific Data

IF6.9

2026-02-10

OAAI

Miguel Martin; Clara Garcia-Sanchez; Jantien Stoter; Mario Berges

Uncertainty quantification of building energy use using a probabilistic spatiotemporal model of urban temperature 基于城市温度概率时空模型的建筑能耗不确定性量化

Energy and Buildings

IF7.1

2025-07-17

OAAI

Byeongseong Choi; Mario Bergés; Matteo Pozzi

State-of-the-art review and synthesis: A requirement-based roadmap for standardized predictive maintenance automation using digital twin technologies 最先进的审查和综合: 使用数字孪生技术的标准化预测性维护自动化的基于需求的路线图

ADVANCED ENGINEERING INFORMATICS

IF9.9

2024-10-01

OAAI

Ma, Sizhe; Flanigan, Katherine A.; Berges, Mario

Ten questions concerning reinforcement learning for building energy management 关于建筑能源管理中强化学习的十个问题

BUILDING AND ENVIRONMENT

IF7.6

2023-08-01

OAAI

Nagy, Zoltan; Henze, Gregor; Dey, Sourav; Arroyo, Javier; Helsen, Lieve; Zhang, Xiangyu; Chen, Bingqing; Amasyali, Kadir; Kurte, Kuldeep; Zamzam, Ahmed; Zandi, Helia; Drgona, Jan; Quintana, Matias; McCullogh, Steven; Park, June Young; Li, Han; Hong, Tianzhen; Brandi, Silvio; Pinto, Giuseppe; Capozzoli, Alfonso; Vrabie, Draguna; Berges, Mario; Nweye, Kingsley; Marzullo, Thibault; Bernstein, Andrey

A critical investigation of the readiness of VAV systems to adopt grid-interactive capabilities 对VAV系统采用网格交互功能的准备情况的批判性调查

ENERGY AND BUILDINGS

IF7.1

2023-05-01

OAAI

Vindel, Elvin; Akinci, Burcu; Berges, Mario

AlphaShed: A scalable load flexibility model for shedding potential in commercial HVAC systems AlphaShed: 一种可扩展的负载灵活性模型，用于削减商业HVAC系统的潜力

ENERGY AND BUILDINGS

IF7.1

2023-01-01

OAAI

Vindel, Elvin; Berges, Mario; Akinci, Burcu; Kavvada, Olga; Gavan, Valentin

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

SCIENTIFIC REPORTS

IF3.9

2022-12-21

OAAI

Becerik-Gerber, Burcin; Lucas, Gale; Aryal, Ashrant; Awada, Mohamad; Berges, Mario; Billington, Sarah; Boric-Lubecke, Olga; Ghahramani, Ali; Heydarian, Arsalan; Hoelscher, Christoph; Jazizadeh, Farrokh; Khan, Azam; Langevin, Jared; Liu, Ruying; Marks, Frederick; Mauriello, Matthew Louis; Murnane, Elizabeth; Noh, Haeyoung; Pritoni, Marco; Roll, Shawn; Schaumann, Davide; Seyedrezaei, Mirmahdi; Taylor, John E.; Zhao, Jie; Zhu, Runhe

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

BUILDING AND ENVIRONMENT

IF7.6

2022-12-01

OAAI

Becerik-Gerber, Burgin; Lucas, Gale; Aryal, Ashrant; Awada, Mohamad; Berges, Mario; Billington, Sarah L.; Boric-Lubecke, Olga; Ghahramani, Ali; Heydarian, Arsalan; Jazizadeh, Farrokh; Liu, Ruying; Zhu, Runhe; Marks, Frederick; Roll, Shawn; Seyedrezaei, Mirmahdi; Taylor, John E.; Hoelscher, Christoph; Khan, Azam; Langevin, Jared; Mauriello, Matthew Louis; Murnane, Elizabeth; Noh, Haeyoung; Pritoni, Marco; Schaumann, Davide; Zhao, Jie

HierMUD: Hierarchical multi-task unsupervised domain adaptation between bridges for drive-by damage diagnosis

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2022-08-14

OAAI

Liu, Jingxiao; Xu, Susu; Berges, Mario; Noh, Hae Young

Formalized control logic fault definition with ontological reasoning for air handling units

AUTOMATION IN CONSTRUCTION

IF11.5

2021-09-01

OAAI

Lei, Xuechen; Chen, Yan; Berges, Mario; Akinci, Burcu

Climate-Induced Tradeoffs in Planning and Operating Costs of a Regional Electricity System

ENVIRONMENTAL SCIENCE & TECHNOLOGY

IF11.3

2021-08-03

OAAI

Fonseca, Francisco Ralston; Craig, Michael; Jaramillo, Paulina; Berges, Mario; Severnini, Edson; Loew, Aviva; Zhai, Haibo; Cheng, Yifan; Nijssen, Bart; Voisin, Nathalie; Yearsley, John

Effects of Climate Change on Capacity Expansion Decisions of an Electricity Generation Fleet in the Southeast US

ENVIRONMENTAL SCIENCE & TECHNOLOGY

IF11.3

2021-01-26

PREAI

Fonseca, Francisco Ralston; Craig, Michael; Jaramillo, Paulina; Berges, Mario; Severnini, Edson; Loew, Aviva; Zhai, Haibo; Cheng, Yifan; Nijssen, Bart; Voisin, Nathalie; Yearsley, John

Diagnosis algorithms for indirect structural health monitoring of a bridge model via dimensionality reduction

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2020-02-01

PREAI

Liu, Jingxiao; Chen, Siheng; Berges, Mario; Bielak, Jacobo; Garrett, James H.; Kovacevic, Jelena; Noh, Hae Young

Brick : Metadata schema for portable smart building applications Brick: 便携式智能建筑应用程序的元数据模式

APPLIED ENERGY

IF11

2018-09-01

136

OAAI

Balaji, Bharathan; Bhattacharya, Arka; Fierro, Gabriel; Gao, Jingkun; Gluck, Joshua; Hong, Dezhi; Johansen, Aslak; Koh, Jason; Ploennigs, Joern; Agarwal, Yuvraj; Berges, Mario; Culler, David; Gupta, Rajesh K.; Kjaergaard, Mikkel Baun; Srivastava, Mani; Whitehouse, Kamin

Surface heat assessment for developed environments: Optimizing urban temperature monitoring 发达环境的表面热评估: 优化城市温度监测

BUILDING AND ENVIRONMENT

IF7.6

2018-08-01

OAAI

Malings, Carl; Pozzi, Matteo; Klima, Kelly; Berges, Mario; Bou-Zeid, Elie; Ramamurthy, Prathap

A large-scale evaluation of automated metadata inference approaches on sensors from air handling units

ADVANCED ENGINEERING INFORMATICS

IF9.9

2018-08-01

106

PREAI