| 2026 | CogSIMA | Evaluating Few-Shot Temporal Reasoning of LLMs for Human Activity Prediction in Smart Environments. | Maral Doctorarastoo, Katherine A. Flanigan, Mario Bergs, Christopher McComb |
| 2023 | SENSYS | Modeling Human Behavior in Cyber-Physical-Social Infrastructure Systems. | Maral Doctorarastoo, Katherine A. Flanigan, Mario Bergs, Christopher McComb |
| 2023 | SENSYS | Exploring the Potentials and Challenges of Cyber-Physical-Social Infrastructure Systems for Achieving Human-Centered Objectives. | Maral Doctorarastoo, Katherine A. Flanigan, Mario Bergs, Christopher McComb |
| 2023 | SENSYS | Unmasking the Thermal Behavior of Single-Zone Multi-Room Houses: An Empirical Study. | Ozan Baris Mulayim, Mario Bergs |
| 2023 | SENSYS | Challenges in Cyber-Physical Attack Detection for Building Automation Systems. | Isabel Madeleine Runge, Burcu Akinci, Mario Bergs |
| 2021 | SENSYS | Demand flexibility potential model for multi-zone commercial buildings using internal HVAC system states. | Elvin Vindel Pinto, Mario Bergs, Burcu Akinci, Olga Kavvada |
| 2020 | ICASSP | Dyna-Bolt: Domain Adaptive Binary Factorization Of Current Waveforms For Energy Disaggregation. | Bingqing Chen, Jingxiao Liu, Henning Lange, Mario Bergs |
| 2020 | ICASSP | Damage-Sensitive and Domain-Invariant Feature Extraction for Vehicle-Vibration-Based Bridge Health Monitoring. | Jingxiao Liu, Bingqing Chen, Siheng Chen, Mario Bergs, Jacobo Bielak, Hae Young Noh |
| 2020 | SENSYS | COHORT: Coordination of Heterogeneous Thermostatically Controlled Loads for Demand Flexibility. | Bingqing Chen, Jonathan Francis, Marco Pritoni, Soummya Kar, Mario Bergs |
| 2019 | ICASSP | Neural Variational Identification and Filtering for Stochastic Non-linear Dynamical Systems with Application to Non-intrusive Load Monitoring. | Henning Lange, Mario Bergs, J. Zico Kolter |
| 2019 | SENSYS | Gnu-RL: A Precocial Reinforcement Learning Solution for Building HVAC Control Using a Differentiable MPC Policy. | Bingqing Chen, Zicheng Cai, Mario Bergs |
| 2019 | SENSYS | Dataset: Occupancy Detection, Tracking, and Estimation Using a Vertically Mounted Depth Sensor. | Fabricio Flores, Sirajum Munir, Matias Quintana, Anand Krishnan Prakash, Mario Bergs |
| 2019 | SENSYS | OccuTherm: Occupant Thermal Comfort Inference using Body Shape Information. | Jonathan Francis, Matias Quintana, Nadine von Frankenberg, Sirajum Munir, Mario Bergs |
| 2019 | SENSYS | Electricity Consumption Data Sets: Pitfalls and Opportunities. | Christoph Klemenjak, Andreas Reinhardt, Lucas Pereira, Stephen Makonin, Mario Bergs, Wilfried Elmenreich |
| 2019 | SENSYS | Dataset: Inferring Thermal Comfort using Body Shape Information Utilizing Depth Sensors. | Sirajum Munir, Jonathan Francis, Matias Quintana, Nadine von Frankenberg, Mario Bergs |
| 2017 | SENSYS | Design and implementation of a low-cost arduino-based high-frequency AC waveform meter board for the raspberry pi. | Matias Quintana, Henning Lange, Mario Bergs |