محمد نجف زاده

سمتهای علمی و اجرایی در دانشگاهها و مراکز علمی کشور

عضو هیات علمی دانشگاه تحصیلات تکمیلی صنعتی و فناوری پیشرفته

سمتهای علمی و اجرایی در مجلات و ژورنال‌های معتبر ایران

Advisory Board دوفصلنامه تحقیقات کاربردی در آب و فاضلاب

مقالات بین المللی خارج از کشور

"Comparative study of different wavelet-based neural network models to predict sewage sludge quantity in wastewater treatment plant", Springer Science and Business Media LLC, (2019), Vol 191, No 3:
"Prognostication of waste water treatment plant performance using efficient soft computing models: An environmental evaluation", Elsevier BV, (2019), Vol 138, No : 690-701
"Derivation of optimal equations for prediction of sewage sludge quantity using wavelet conjunction models: an environmental assessment", Springer Science and Business Media LLC, (2018), Vol 25, No 23: 22931-22943
"Extraction of optimal equations for evaluation of pipeline scour depth due to currents", Thomas Telford Ltd., (2018), Vol 171, No 1: 1-10
"Gene-Expression Programming, Evolutionary Polynomial Regression, and Model Tree to Evaluate Local Scour Depth at Culvert Outlets", American Society of Civil Engineers (ASCE), (2019), Vol 10, No 3:
"Prediction of the five-day biochemical oxygen demand and chemical oxygen demand in natural streams using machine learning methods", Springer Science and Business Media LLC, (2019), Vol 191, No 6:
"GMDH-GEP to predict free span expansion rates below pipelines under waves", Informa UK Limited, (2018), Vol 37, No 3: 375-392
"Prediction of riprap stone size under overtopping flow using data-driven models", Informa UK Limited, (2018), Vol 16, No 4: 505-512
"Group method of data handling to predict scour depth around bridge piers", Springer Science and Business Media LLC, (2012), Vol 23, No 7-8: 2107-2112
"Prediction of maximum scour depth around piers with debris accumulation using EPR, MT, and GEP models", IWA Publishing, (2016), Vol 18, No 5: 867-884
"Evaluation of GMDH networks for prediction of local scour depth at bridge abutments in coarse sediments with thinly armored beds", Elsevier BV, (2015), Vol 104, No : 387-396
"Neuro-Fuzzy GMDH Approach to Predict Longitudinal Dispersion in Water Networks", Springer Science and Business Media LLC, (2015), Vol 29, No 7: 2205-2219
"Neuro-fuzzy GMDH systems based evolutionary algorithms to predict scour pile groups in clear water conditions", Elsevier BV, (2015), Vol 99, No : 85-94
"Neuro-fuzzy GMDH based particle swarm optimization for prediction of scour depth at downstream of grade control structures", Elsevier BV, (2015), Vol 18, No 1: 42-51
"Neuro-Fuzzy GMDH to Predict the Scour Pile Groups due to Waves", American Society of Civil Engineers (ASCE), (2015), Vol 29, No 5:
"GMDH to predict scour depth around a pier in cohesive soils", Elsevier BV, (2013), Vol 40, No : 35-41
"Optimized expressions to evaluate the flow discharge in main channels and floodplains using evolutionary computing and model classification", Informa UK Limited, (2017), Vol 16, No 1: 123-132
"NF-GMDH-Based self-organized systems to predict bridge pier scour depth under debris flow effects", Informa UK Limited, (2017), Vol 36, No 5: 589-602
"Application of model tree and Evolutionary Polynomial Regression for evaluation of sediment transport in pipes", Springer Science and Business Media LLC, (2016), Vol 21, No 5: 1956-1963
"Group Method of Data Handling to Predict Scour at Downstream of a Ski-Jump Bucket Spillway", Springer Science and Business Media LLC, (2014), Vol 7, No 4: 231-248
"A new correlation for calculating carbon dioxide minimum miscibility pressure based on multi-gene genetic programming", Elsevier BV, (2014), Vol 21, No : 625-630
"Prediction of the friction factor in pipes using model tree", Informa UK Limited, (2017), Vol 24, No 1: 9-15
"Estimation of Pipeline Scour due to Waves by GMDH", American Society of Civil Engineers (ASCE), (2014), Vol 5, No 3:
"Wellhead Choke Performance in Oil Well Pipeline Systems Based on Genetic Programming", American Society of Civil Engineers (ASCE), (2014), Vol 5, No 3:
"Prediction of local scour depth downstream of sluice gates using data-driven models", Informa UK Limited, (2017), Vol 23, No 2: 195-202
"New expression-based models to estimate scour depth at clear water conditions in rectangular channels", Informa UK Limited, (2017), Vol 36, No 2: 227-235
"Application of a Neuro-Fuzzy GMDH Model for Predicting the Velocity at Limit of Deposition in Storm Sewers", American Society of Civil Engineers (ASCE), (2017), Vol 8, No 1:
"Neurofuzzy-Based GMDH-PSO to Predict Maximum Scour Depth at Equilibrium at Culvert Outlets", American Society of Civil Engineers (ASCE), (2016), Vol 7, No 1:
"Scour prediction in long contractions using ANFIS and SVM", Elsevier BV, (2016), Vol 111, No : 128-135
"Evaluation of neuro-fuzzy GMDH-based particle swarm optimization to predict longitudinal dispersion coefficient in rivers", Springer Science and Business Media LLC, (2016), Vol 75, No 2:
"Abutment scour in clear-water and live-bed conditions by GMDH network", IWA Publishing, (2013), Vol 67, No 5: 1121-1128

مقالات کنفرانسهای داخلی

مقالات ژورنالهای تخصصی داخلی

آقای دکتر محمد نجف زاده

Dr. Mohammad Najafzadeh