A. Heidari

An innovative solar assisted desiccant-based evaporative cooling system for co-production of water and cooling in hot and humid climates

R. Roshandel, A. Heidari, V. Vakiloroaya, 2019, Energy Conversion and Management.

A novel hybrid desiccant-based ejector cooling system for energy and carbon saving in hot and humid climates

A. Avami, Hadi Rostamzadeh, A. Heidari, 2019, International Journal of Refrigeration.

Reinforcement Learning for proactive operation of residential energy systems by learning stochastic occupant behavior and fluctuating solar energy: Balancing comfort, hygiene and energy use

F. Maréchal, D. Khovalyg, A. Heidari, 2022, Applied Energy.

Probabilistic Machine Learning for Occupancy Prediction based on Sensor Fusion

V. M. Barthelmes, D. Khovalyg, A. Heidari, 2021 .

An occupant-centric control framework for balancing comfort, energy use and hygiene in hot water systems: A model-free reinforcement learning approach

F. Maréchal, D. Khovalyg, A. Heidari, 2022, Applied Energy.

Short-term energy use prediction of solar-assisted water heating system: Application case of combined attention-based LSTM and time-series decomposition

Dolaana Khovalyg, Amirreza Heidari, D. Khovalyg, 2020 .

Optimal design and operation of a building energy hub: A comparison of exergy-based and energy-based optimization in Swiss and Italian case studies

D. Khovalyg, L. Carnieletto, F. Flourentzou, 2021 .

DeepValve: Development and experimental testing of a Reinforcement Learning control framework for occupant-centric heating in offices

D. Khovalyg, A. Heidari, 2023, Eng. Appl. Artif. Intell..