Mario Bergés

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 30

Top Topics

Electricity Consumption

Activity Recognition

Disjunctive Constraints

Top Venues

BuildSys@SenSys

J. Comput. Civ. Eng.

Publications

Ozan Baris Mulayim, Edson Severnini, Mario Bergés
Unmasking the Role of Remote Sensors in Comfort, Energy and Demand Response. CoRR (2024)
Sizhe Ma, Katherine A. Flanigan, Mario Bergés
State-of-the-Art Review: The Use of Digital Twins to Support Artificial Intelligence-Guided Predictive Maintenance. CoRR (2024)
Nicolas Gratius, Zhichen Wang, Min Young Hwang, Yu Hou, Annika Rollock, Cory George, Mario Bergés, Burcu Akinci
Digital Twin Technologies for Autonomous Environmental Control and Life Support Systems. J. Aerosp. Inf. Syst. 21 (4) (2024)
Maral Doctorarastoo, Katherine A. Flanigan, Mario Bergés, Christopher McComb
Exploring the Potentials and Challenges of Cyber-Physical-Social Infrastructure Systems for Achieving Human-Centered Objectives. BuildSys@SenSys (2023)
Ozan Baris Mulayim, Mario Bergés
Unmasking the Thermal Behavior of Single-Zone Multi-Room Houses: An Empirical Study. BuildSys@SenSys (2023)
Isabel Madeleine Runge, Burcu Akinci, Mario Bergés
Challenges in Cyber-Physical Attack Detection for Building Automation Systems. BuildSys@SenSys (2023)
Maral Doctorarastoo, Katherine A. Flanigan, Mario Bergés, Christopher McComb
Modeling Human Behavior in Cyber-Physical-Social Infrastructure Systems. BuildSys@SenSys (2023)
Sizhe Ma, Katherine A. Flanigan, Mario Bergés
State-of-the-Art Review and Synthesis: A Requirement-based Roadmap for Standardized Predictive Maintenance Automation Using Digital Twin Technologies. CoRR (2023)
Bingqing Chen, Priya L. Donti, Kyri Baker, J. Zico Kolter, Mario Bergés
Enforcing Policy Feasibility Constraints through Differentiable Projection for Energy Optimization. e-Energy (2021)
Byeongseong Choi, Mario Bergés, Elie Bou-Zeid, Matteo Pozzi
Short-term probabilistic forecasting of meso-scale near-surface urban temperature fields. Environ. Model. Softw. 145 (2021)
Elvin Vindel Pinto, Mario Bergés, Burcu Akinci, Olga Kavvada
Demand flexibility potential model for multi-zone commercial buildings using internal HVAC system states. BuildSys@SenSys (2021)
Jingxiao Liu, Susu Xu, Mario Bergés, Hae Young Noh
HierMUD: Hierarchical Multi-task Unsupervised Domain Adaptation between Bridges for Drive-by Damage Diagnosis. CoRR (2021)
Bingqing Chen, Jonathan Francis, Marco Pritoni, Soummya Kar, Mario Bergés
COHORT: Coordination of Heterogeneous Thermostatically Controlled Loads for Demand Flexibility. BuildSys@SenSys (2020)
Alan Mazankiewicz, Klemens Böhm, Mario Bergés
Incremental Real-Time Personalization in Human Activity Recognition Using Domain Adaptive Batch Normalization. CoRR (2020)
Bingqing Chen, Jingxiao Liu, Henning Lange, Mario Bergés
Dyna-Bolt: Domain Adaptive Binary Factorization Of Current Waveforms For Energy Disaggregation. ICASSP (2020)
Zhanhong Jiang, Jonathan Francis, Anit Kumar Sahu, Sirajum Munir, Charles Shelton, Anthony Rowe, Mario Bergés
Data-driven Thermal Model Inference with ARMAX, in Smart Environments, based on Normalized Mutual Information. CoRR (2020)
Bingqing Chen, Jonathan Francis, Marco Pritoni, Soummya Kar, Mario Bergés
COHORT: Coordination of Heterogeneous Thermostatically Controlled Loads for Demand Flexibility. CoRR (2020)
Jingxiao Liu, Bingqing Chen, Siheng Chen, Mario Bergés, Jacobo Bielak, Hae Young Noh
Damage-Sensitive and Domain-Invariant Feature Extraction for Vehicle-Vibration-Based Bridge Health Monitoring. ICASSP (2020)
Bingqing Chen, Weiran Yao, Jonathan Francis, Mario Bergés
Learning a Distributed Control Scheme for Demand Flexibility in Thermostatically Controlled Loads. CoRR (2020)
Bingqing Chen, Weiran Yao, Jonathan Francis, Mario Bergés
Learning a Distributed Control Scheme for Demand Flexibility in Thermostatically Controlled Loads. SmartGridComm (2020)
Jingxiao Liu, Mario Bergés, Jacobo Bielak, Hae Young Noh
Knowledge transfer between bridges for drive-by monitoring using adversarial and multi-task learning. CoRR (2020)
Christoph Klemenjak, Andreas Reinhardt, Lucas Pereira, Stephen Makonin, Mario Bergés, Wilfried Elmenreich
Electricity Consumption Data Sets: Pitfalls and Opportunities. BuildSys@SenSys (2019)
Bingqing Chen, Zicheng Cai, Mario Bergés
Gnu-RL: A Precocial Reinforcement Learning Solution for Building HVAC Control Using a Differentiable MPC Policy. BuildSys@SenSys (2019)
Fabricio Flores, Sirajum Munir, Matias Quintana, Anand Krishnan Prakash, Mario Bergés
Dataset: Occupancy Detection, Tracking, and Estimation Using a Vertically Mounted Depth Sensor. DATA@SenSys (2019)
Sirajum Munir, Jonathan Francis, Matias Quintana, Nadine von Frankenberg, Mario Bergés
Dataset: Inferring Thermal Comfort using Body Shape Information Utilizing Depth Sensors. DATA@SenSys (2019)
Jonathan Francis, Matias Quintana, Nadine von Frankenberg, Sirajum Munir, Mario Bergés
OccuTherm: Occupant Thermal Comfort Inference using Body Shape Information. BuildSys@SenSys (2019)
Henning Lange, Mario Bergés, J. Zico Kolter
Neural Variational Identification and Filtering for Stochastic Non-linear Dynamical Systems with Application to Non-intrusive Load Monitoring. ICASSP (2019)
Mario Bergés, Henning Lange, Jingkun Gao
Data-Driven Operation of Building Systems: Present Challenges and Future Prospects. EG-ICE (2018)
Jingkun Gao, Mario Bergés
A large-scale evaluation of automated metadata inference approaches on sensors from air handling units. Adv. Eng. Informatics 37 (2018)
Matias Quintana, Henning Lange, Mario Bergés
Design and implementation of a low-cost arduino-based high-frequency AC waveform meter board for the raspberry pi. BuildSys@SenSys (2017)
John E. Taylor, Mario Bergés
Special Issue on Computational Approaches to Understand and Reduce Energy Consumption in the Built Environment. J. Comput. Civ. Eng. 28 (1) (2014)
Xuesong Liu, Burcu Akinci, Mario Bergés, James H. Garrett Jr.
Domain-Specific Querying Formalisms for Retrieving Information about HVAC Systems. J. Comput. Civ. Eng. 28 (1) (2014)