Mario Bergés - RankMe

57 papers Misc 3Journal 28Unranked 26

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bridging the Reality Gap in Digital Twins with Context-Aware, Physics-Guided Deep Learning. J. Comput. Civ. Eng. Sizhe Ma, Katherine A. Flanigan, Mario Bergés
2026	J	`jnl`	Evaluating Few-Shot Temporal Reasoning of LLMs for Human Activity Prediction in Smart Environments. CoRR Maral Doctorarastoo, Katherine A. Flanigan, Mario Bergés, Christopher McComb
2026	J	`jnl`	Forging EMPIRE: A data-driven agent-based model for scenario-based generalizability in spatio-temporal human behavior modeling. Comput. Environ. Urban Syst. Maral Doctorarastoo, Katherine A. Flanigan, Mario Bergés, Christopher McComb
2025	J	`jnl`	A Parameter Ontology for Simulation Models of Deep Space Habitats. IEEE Trans. Aerosp. Electron. Syst. Nicolas Gratius, Mario Bergés, Burcu Akinci
2025	J	`jnl`	Bridging the Reality Gap in Digital Twins with Context-Aware, Physics-Guided Deep Learning. CoRR Sizhe Ma, Katherine A. Flanigan, Mario Bergés
2025	—	`conf`	BuildingQA: A Benchmark for Natural Language Question Answering over Building Knowledge Graphs. BuildSys Ozan Baris Mulayim, Avia Anwar, Umut Mete Saka, Lazlo Paul, Anand Krishnan Prakash, Gabe Fierro, Marco Pritoni, Mario Bergés
2025	J	`jnl`	Can Time-Series Foundation Models Perform Building Energy Management Tasks? CoRR Ozan Baris Mulayim, Pengrui Quan, Liying Han, Xiaomin Ouyang, Dezhi Hong, Mario Bergés, Mani Srivastava
2025	J	`jnl`	Comparative Evaluation of Neural Network Architectures for Generalizable Human Spatial Preference Prediction in Unseen Built Environments. CoRR Maral Doctorarastoo, Katherine A. Flanigan, Mario Bergés, Christopher McComb
2025	J	`jnl`	Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC. CoRR Ozan Baris Mulayim, Elias N. Pergantis, Levi D. Reyes Premer, Bingqing Chen, Guannan Qu, Kevin J. Kircher, Mario Bergés
2025	—	`conf`	Defining Social Capital and Social Infrastructure for Built Environment Design. BuildSys Kieran Elrod, Katherine A. Flanigan, Mario Bergés
2025	J	`jnl`	Digital Twin Technologies in Predictive Maintenance: Enabling Transferability via Sim-to-Real and Real-to-Sim Transfer. CoRR Sizhe Ma, Katherine A. Flanigan, Mario Bergés
2025	J	`jnl`	Foundation Models for CPS-IoT: Opportunities and Challenges. CoRR Ozan Baris, Yizhuo Chen, Gaofeng Dong, Liying Han, Tomoyoshi Kimura, Pengrui Quan, Ruijie Wang, Tianchen Wang, Tarek F. Abdelzaher, Mario Bergés, Paul Pu Liang, Mani Srivastava
2025	—	`conf`	Ibex-RL: Interpretable and Scalable Control via Physics-Informed Reinforcement Learning. BuildSys Ozan Baris Mulayim, Mario Bergés
2025	—	`conf`	Levels of Autonomy for Predictive Maintenance: A Structured Approach with Digital Twin Integration. DTPI Sizhe Ma, Katherine A. Flanigan, Mario Bergés
2025	—	`conf`	On the Impact of Simulated Occupancy Behavior Assumptions on Reinforcement Learning for HVAC Controls. e-Energy Ozan Baris Mulayim, Mario Bergés
2025	J	`jnl`	Semantic Technologies in Practical Demand Response: An Informational Requirement-based Roadmap. CoRR Ozan Baris Mulayim, Yuvraj Agarwal, Mario Bergés, Steve Schaefer, Mitali Shah, Derek Supple
2025	—	`conf`	Street View Sociability: Interpretable Analysis of Urban Social Behavior Across 15 Cities. BuildSys Kieran Elrod, Katherine A. Flanigan, Mario Bergés
2025	J	`jnl`	Street View Sociability: Interpretable Analysis of Urban Social Behavior Across 15 Cities. CoRR Kieran Elrod, Katherine A. Flanigan, Mario Bergés
2025	—	`conf`	Towards a Universal Digital Twin Framework for Standardized Development. DTPI Sizhe Ma, Katherine A. Flanigan, Mario Bergés
2025	J	`jnl`	Transformer-Based Indirect Structural Health Monitoring of Rail Infrastructure with Attention-Driven Detection and Localization of Transient Defects. CoRR Sizhe Ma, Katherine A. Flanigan, Mario Bergés, James D. Brooks
2024	—	`conf`	A Bayesian Network Approach for Predicting Social Interactions in Shared Spatial Environments. BuildSys Maral Doctorarastoo, Cheyu Lin, Katherine A. Flanigan, Mario Bergés
2024	—	`conf`	Are Time Series Foundation Models Ready to Revolutionize Predictive Building Analytics? BuildSys Ozan Baris Mulayim, Pengrui Quan, Liying Han, Xiaomin Ouyang, Dezhi Hong, Mario Bergés, Mani Srivastava
2024	J	`jnl`	Digital Twin Technologies for Autonomous Environmental Control and Life Support Systems. J. Aerosp. Inf. Syst. Nicolas Gratius, Zhichen Wang, Min Young Hwang, Yu Hou, Annika Rollock, Cory George, Mario Bergés, Burcu Akinci
2024	—	`conf`	Leveraging Grey Box Models for Enhanced Energy Flexibility in Centralized and Decentralized Single-Zone Multi-Node Systems. SmartGridComm Ozan Baris Mulayim, Mario Bergés
2024	—	`conf`	Ontologies at Work: Analyzing Information Requirements for Model Predictive Control in Buildings. BuildSys Anand Krishnan Prakash, Flavia de Andrade Pereira, Mario Bergés, Marco Pritoni, Burcu Akinci
2024	J	`jnl`	State-of-the-Art Review: The Use of Digital Twins to Support Artificial Intelligence-Guided Predictive Maintenance. CoRR Sizhe Ma, Katherine A. Flanigan, Mario Bergés
2024	J	`jnl`	State-of-the-art review and synthesis: A requirement-based roadmap for standardized predictive maintenance automation using digital twin technologies. Adv. Eng. Informatics Sizhe Ma, Katherine A. Flanigan, Mario Bergés
2024	J	`jnl`	Unmasking the Role of Remote Sensors in Comfort, Energy and Demand Response. CoRR Ozan Baris Mulayim, Edson Severnini, Mario Bergés
2023	—	`conf`	Challenges in Cyber-Physical Attack Detection for Building Automation Systems. BuildSys Isabel Madeleine Runge, Burcu Akinci, Mario Bergés
2023	—	`conf`	Exploring the Potentials and Challenges of Cyber-Physical-Social Infrastructure Systems for Achieving Human-Centered Objectives. BuildSys Maral Doctorarastoo, Katherine A. Flanigan, Mario Bergés, Christopher McComb
2023	—	`conf`	Modeling Human Behavior in Cyber-Physical-Social Infrastructure Systems. BuildSys Maral Doctorarastoo, Katherine A. Flanigan, Mario Bergés, Christopher McComb
2023	J	`jnl`	State-of-the-Art Review and Synthesis: A Requirement-based Roadmap for Standardized Predictive Maintenance Automation Using Digital Twin Technologies. CoRR Sizhe Ma, Katherine A. Flanigan, Mario Bergés
2023	—	`conf`	Unmasking the Thermal Behavior of Single-Zone Multi-Room Houses: An Empirical Study. BuildSys Ozan Baris Mulayim, Mario Bergés
2021	—	`conf`	Demand flexibility potential model for multi-zone commercial buildings using internal HVAC system states. BuildSys Elvin Vindel Pinto, Mario Bergés, Burcu Akinci, Olga Kavvada
2021	—	`conf`	Enforcing Policy Feasibility Constraints through Differentiable Projection for Energy Optimization. e-Energy Bingqing Chen, Priya L. Donti, Kyri Baker, J. Zico Kolter, Mario Bergés
2021	J	`jnl`	HierMUD: Hierarchical Multi-task Unsupervised Domain Adaptation between Bridges for Drive-by Damage Diagnosis. CoRR Jingxiao Liu, Susu Xu, Mario Bergés, Hae Young Noh
2021	J	`jnl`	Short-term probabilistic forecasting of meso-scale near-surface urban temperature fields. Environ. Model. Softw. Byeongseong Choi, Mario Bergés, Elie Bou-Zeid, Matteo Pozzi
2020	—	`conf`	COHORT: Coordination of Heterogeneous Thermostatically Controlled Loads for Demand Flexibility. BuildSys Bingqing Chen, Jonathan Francis, Marco Pritoni, Soummya Kar, Mario Bergés
2020	J	`jnl`	COHORT: Coordination of Heterogeneous Thermostatically Controlled Loads for Demand Flexibility. CoRR Bingqing Chen, Jonathan Francis, Marco Pritoni, Soummya Kar, Mario Bergés
2020	Misc	`conf`	Damage-Sensitive and Domain-Invariant Feature Extraction for Vehicle-Vibration-Based Bridge Health Monitoring. ICASSP Jingxiao Liu, Bingqing Chen, Siheng Chen, Mario Bergés, Jacobo Bielak, Hae Young Noh
2020	J	`jnl`	Data-driven Thermal Model Inference with ARMAX, in Smart Environments, based on Normalized Mutual Information. CoRR Zhanhong Jiang, Jonathan Francis, Anit Kumar Sahu, Sirajum Munir, Charles Shelton, Anthony Rowe, Mario Bergés
2020	Misc	`conf`	Dyna-Bolt: Domain Adaptive Binary Factorization Of Current Waveforms For Energy Disaggregation. ICASSP Bingqing Chen, Jingxiao Liu, Henning Lange, Mario Bergés
2020	J	`jnl`	Incremental Real-Time Personalization in Human Activity Recognition Using Domain Adaptive Batch Normalization. CoRR Alan Mazankiewicz, Klemens Böhm, Mario Bergés
2020	J	`jnl`	Knowledge transfer between bridges for drive-by monitoring using adversarial and multi-task learning. CoRR Jingxiao Liu, Mario Bergés, Jacobo Bielak, Hae Young Noh
2020	—	`conf`	Learning a Distributed Control Scheme for Demand Flexibility in Thermostatically Controlled Loads. SmartGridComm Bingqing Chen, Weiran Yao, Jonathan Francis, Mario Bergés
2020	J	`jnl`	Learning a Distributed Control Scheme for Demand Flexibility in Thermostatically Controlled Loads. CoRR Bingqing Chen, Weiran Yao, Jonathan Francis, Mario Bergés
2019	—	`conf`	Dataset: Inferring Thermal Comfort using Body Shape Information Utilizing Depth Sensors. DATA@SenSys Sirajum Munir, Jonathan Francis, Matias Quintana, Nadine von Frankenberg, Mario Bergés
2019	—	`conf`	Dataset: Occupancy Detection, Tracking, and Estimation Using a Vertically Mounted Depth Sensor. DATA@SenSys Fabricio Flores, Sirajum Munir, Matias Quintana, Anand Krishnan Prakash, Mario Bergés
2019	—	`conf`	Electricity Consumption Data Sets: Pitfalls and Opportunities. BuildSys Christoph Klemenjak, Andreas Reinhardt, Lucas Pereira, Stephen Makonin, Mario Bergés, Wilfried Elmenreich
2019	—	`conf`	Gnu-RL: A Precocial Reinforcement Learning Solution for Building HVAC Control Using a Differentiable MPC Policy. BuildSys Bingqing Chen, Zicheng Cai, Mario Bergés
2019	Misc	`conf`	Neural Variational Identification and Filtering for Stochastic Non-linear Dynamical Systems with Application to Non-intrusive Load Monitoring. ICASSP Henning Lange, Mario Bergés, J. Zico Kolter
2019	—	`conf`	OccuTherm: Occupant Thermal Comfort Inference using Body Shape Information. BuildSys Jonathan Francis, Matias Quintana, Nadine von Frankenberg, Sirajum Munir, Mario Bergés
2018	J	`jnl`	A large-scale evaluation of automated metadata inference approaches on sensors from air handling units. Adv. Eng. Informatics Jingkun Gao, Mario Bergés
2018	—	`conf`	Data-Driven Operation of Building Systems: Present Challenges and Future Prospects. EG-ICE Mario Bergés, Henning Lange, Jingkun Gao
2017	—	`conf`	Design and implementation of a low-cost arduino-based high-frequency AC waveform meter board for the raspberry pi. BuildSys Matias Quintana, Henning Lange, Mario Bergés
2014	J	`jnl`	Domain-Specific Querying Formalisms for Retrieving Information about HVAC Systems. J. Comput. Civ. Eng. Xuesong Liu, Burcu Akinci, Mario Bergés, James H. Garrett Jr.
2014	J	`jnl`	Special Issue on Computational Approaches to Understand and Reduce Energy Consumption in the Built Environment. J. Comput. Civ. Eng. John E. Taylor, Mario Bergés