| Laminar convective heat transfer of shear-thinning liquids in rectangular channels with longitudinal vortex generators A Ebrahimi, B Naranjani, S Milani, FD Javan Chemical Engineering Science 173, 264-274, 2017 | 51 | 2017 |
| Assessing the impact of employing machine learning-based baseline load prediction pipelines with sliding-window training scheme on offered flexibility estimation for different … IAC Avendano, FD Javan, B Najafi, A Moazami, F Rinaldi Energy and Buildings 294, 113217, 2023 | 10 | 2023 |
| Application of machine learning in occupant and indoor environment behavior modeling: Sensors, methods, and algorithms F Dadras Javan, H Khatam Bolouri Sangjoeei, B Najafi, ... Handbook of Smart Energy Systems, 1-25, 2022 | 7 | 2022 |
| Handling complete short-term data logging failure in smart buildings: Machine learning based forecasting pipelines with sliding-window training scheme DN Papadopoulos, FD Javan, B Najafi, AH Mamaghani, F Rinaldi Energy and Buildings 301, 113694, 2023 | 4 | 2023 |
| Predicting hvac-based demand flexibility in grid-interactive efficient buildings utilizing deep neural networks IAC Avendano, A Moazami, F Dadras Javan, B Najafi PROCEEDINGS EUROPEAN COUNCIL FOR MODELLING AND SIMULATION 2023, 148-154, 2023 | 3 | 2023 |
| Machine-Learning-Based Prediction of HVAC-Driven Load Flexibility in Warehouses F Dadras Javan, IA Campodonico Avendano, B Najafi, A Moazami, ... Energies 16 (14), 5407, 2023 | 1 | 2023 |
| Modulating the HVAC demand of a wharehouse to provide load flexibility for charging electric trucks F Dadras Javan, B Najafi, F Rinaldi, IAC Avedano, A Moazami Proceedings-European Council for Modelling and Simulation, ECMS, 2023 2023 …, 2023 | 1 | 2023 |
| Optimization of machine learning based pipelines for weather-normalized intervention assessment and ramp-up time estimation in a smart building system F DADRAS JAVAN Italy, 2021 | | 2021 |
| Estimating Morning Ramp-Up Duration for the Cooling Season in a Smart Building Using Machine Learning: Determining Most Promising Features F Dadras Javan, IA Campodonico Avendano, B Najafi, M Rossi, F Rinaldi Available at SSRN 4712668, 0 | | |
| Data Reproduction in Smart Buildings Utilizing Data Reproduction in Smart Buildings Utilizing Optimized Machine Learning-Based Pipelines with Sliding-Window Training Scheme DN Papadopoulos, F Dadras Javan, B Najafi, A Haghighat Mamaghani, ... Available at SSRN 4397685, 0 | | |
Behzad NajafiAssociate Professor, Dept. of Energy, Politecnico di Milano - DataOptima LabVerified email at polimi.it
