| An innovative solar assisted desiccant-based evaporative cooling system for co-production of water and cooling in hot and humid climates A Heidari, R Roshandel, V Vakiloroaya Energy Conversion and Management 185, 396-409, 2019 | 121 | 2019 |
| Short-term energy use prediction of solar-assisted water heating system: Application case of combined attention-based LSTM and time-series decomposition A Heidari, D Khovalyg Solar Energy 207, 626-639, 2020 | 84 | 2020 |
| An occupant-centric control framework for balancing comfort, energy use and hygiene in hot water systems: A model-free reinforcement learning approach A Heidari, F Maréchal, D Khovalyg Applied Energy 312, 118833, 2022 | 38 | 2022 |
| Reinforcement Learning for proactive operation of residential energy systems by learning stochastic occupant behavior and fluctuating solar energy: Balancing comfort, hygiene … A Heidari, F Maréchal, D Khovalyg Applied Energy 318, 119206, 2022 | 35 | 2022 |
| Adaptive hot water production based on Supervised Learning A Heidari, N Olsen, P Mermod, A Alahi, D Khovalyg Sustainable Cities and Society 66, 102625, 2021 | 30 | 2021 |
| Optimal design and operation of a building energy hub: A comparison of exergy-based and energy-based optimization in Swiss and Italian case studies G Tonellato, A Heidari, J Pereira, L Carnieletto, F Flourentzou, M De Carli, ... Energy Conversion and Management 242, 114316, 2021 | 29 | 2021 |
| A novel hybrid desiccant-based ejector cooling system for energy and carbon saving in hot and humid climates A Heidari, H Rostamzadeh, A Avami International Journal of Refrigeration 101, 196-210, 2019 | 27 | 2019 |
| DeepValve: Development and experimental testing of a Reinforcement Learning control framework for occupant-centric heating in offices A Heidari, D Khovalyg Engineering Applications of Artificial Intelligence 123, 106310, 2023 | 14 | 2023 |
| An adaptive control framework based on Reinforcement learning to balance energy, comfort and hygiene in heat pump water heating systems A Heidari, F Marechal, D Khovalyg Journal of physics: Conference series 2042 (1), 012006, 2021 | 10 | 2021 |
| Exploring Water-Energy Nexus at the Building Level. A Heidari, D Khovalyg ASHRAE Transactions 126 (2), 2020 | 4 | 2020 |
| Combined desiccant-ejector cooling system assisted by Organic Rankine Cycle for zero-power cooling and dehumidification A Heidari, H Rostamzadeh, D Khovalyg International Conference on Climate Resilient Cities - Energy Efficiency …, 2019 | 4 | 2019 |
| Reinforcement learning for occupant-centric operation of residential energy system: Evaluating the adaptation potential to the unusual occupants´ behavior during COVID-19 pandemic A Heidari, F Maréchal, D Khovalyg CLIMA 2022 conference, 2022 | 3 | 2022 |
| Innovative desiccant-based evaporative cooling system using flare gas heat recovery A Heidari, A Avami, MJA Behbahani, E Heidari 12th International Energy Conference, 2018 | 3 | 2018 |
| Using makeup water to recycle cooling tower evaporated water: a feasibility study using experimental data A Heidari, E Heidari International Journal of Energy Technology and Policy 17 (3), 227-238, 2021 | 2 | 2021 |
| Reinforcement learning for the occupant-centric operation of residential energy system A Heidari, F Maréchal, D Khovalyg Memory 48, 168, 2022 | 1 | 2022 |
| Reinforcement Learning for the occupant-centric operation of building energy systems: Theoretical and experimental investigations A Heidari EPFL, 2022 | 1 | 2022 |
| Water-energy nexus approach to compare performance of evaporative and vapor compression cooling systems A Heidari, D Khovalyg International Conference on Renewable Energy&Distributed Generation, 2019 | 1 | 2019 |
| Environmental impact assessment using ecological footprint method: Case study Energy Engineering Department of Sharif University of Technology A Heidari, A Avami, M Aghcheloo Journal of Environmental Studies 43 (2), 303-316, 2017 | 1* | 2017 |
| A trustworthy reinforcement learning framework for autonomous control of a large-scale complex heating system: Simulation and field implementation A Heidari, L Girardin, C Dorsaz, F Maréchal Applied Energy 378, 124815, 2025 | | 2025 |
| Customized Neural Network training to predict the highly imbalanced data of domestic hot water usage C Risoud, A Heidari, D Khovalyg CLIMA 2022 conference, 2022 | | 2022 |
François MaréchalProfessor : industrial process and energy systems engineering, EPFL在 epfl.ch 的电子邮件经过验证
