Faramarz Bagherzadeh

Comparative study on total nitrogen prediction in wastewater treatment plant and effect of various feature selection methods on machine learning algorithms performance

Faramarz Bagherzadeh, Mohamad-Javad Mehrani, Milad Basirifard et al. · Journal of Water Process Engineering · 2021 · 255 citations

Computing, Computer Science, Environmental Engineering +13

Data-driven compressive strength prediction of steel fiber reinforced concrete (SFRC) subjected to elevated temperatures using stacked machine learning algorithms

Torkan Shafighfard, Faramarz Bagherzadeh, Rana Abdollahi Rizi et al. · Journal of Materials Research and Technology · 2022 · 197 citations · Full text

Computing, Computer Science, Materials Engineering +17

Chained machine learning model for predicting load capacity and ductility of steel fiber–reinforced concrete beams

Torkan Shafighfard, Farzin Kazemi, Faramarz Bagherzadeh et al. · Computer-Aided Civil and Infrastructure Engineering · 2024 · 121 citations · Full text

Engineering, Materials Engineering, Materials Science +15

Energy consumption optimization in wastewater treatment plants: Machine learning for monitoring incineration of sewage sludge

Behrouz Adibimanesh, Sylwia Polesek-Karczewska, Faramarz Bagherzadeh et al. · Sustainable Energy Technologies and Assessments · 2023 · 115 citations

Engineering, Computer Science, Environmental Engineering +16

Prediction of maximum tensile stress in plain-weave composite laminates with interacting holes via stacked machine learning algorithms: A comparative study

Faramarz Bagherzadeh, Torkan Shafighfard, Raja Muhammad Awais Khan et al. · Mechanical Systems and Signal Processing · 2023 · 114 citations

Natural Sciences, Materials Engineering, Materials Science +16