Sadra Shadkani

1996 Hydraulic Engineer

Living in : Iran

Gender : FemaleRace : White

0Followers 0Following

Academic Profile

Posts

Contact Information

-Email

SadraShadkaniApplyChance Link

Educations

Civil And Environmental EngineeringPhDAmirkabir University of Technology2024-05-09 Iran

Hydraulic Structures Master'sUniversity of Tabriz2021-08-31 Iran

Supervisor's name :Dr. Saeed Samadianfard

Title :

Prediction of daily suspended sediment load of rivers using novel hybrid deep learning algorithms (studied river: Mississippi river)

Hydraulics And Water Resources EngineeringBachelor'sUniversity of Tabriz2018-08-31 Iran

Title :

Numerical modeling of discharge in water supply networks

Work Experiences

Teaching Assistant

at University of Tabriz

I am currently working in this role

Research Assistant

at University of Tabriz

I am currently working in this role

Reviewer of Journals

at -

I am currently working in this role

English Scores

IELTS24-Feb-2023

6.5/9Total

Reading :

6/9

Speaking :

7/9

Listening :

7/9

Writing :

6/9

IELTS05-Feb-2019

7.5/9Total

Reading :

7.5/9

Speaking :

7/9

Listening :

8.5/9

Writing :

7/9

Journal Publications

Publication Title :

Comparison of the efficacy of particle swarm optimization and stochastic gradient descent algorithms on multi-layer perceptron model to estimate longitudinal dispersion coefficients in natural streamsThird author

Journal :

Engineering Applications of Computational Fluid Mechanics

Link :

View Link

Publication Title :

Hybrid models for suspended sediment prediction: optimized random forest and multi-layer perceptron through genetic algorithm and stochastic gradient descent methodsThird author

Journal :

Neural Computing and Applications

Link :

View Link

Publication Title :

Experimental Investigation for Determination of Discharge Coefficients for Inclined Slide Gates and Comparison with Data-Driven Models.Second author

Journal :

Iranian Journal of Science and Technology - Transactions of Mechanical Engineering

Link :

View Link

Publication Title :

Comparative study of multilayer perceptron-stochastic gradient descent and gradient boosted trees for predicting daily suspended sediment load: The case study of the Mississippi River, U.S.First author

Journal :

International Journal of Sediment Research

Link :

View Link

Publication Title :

Forecasting the discharge capacity of inflatable rubber dams using hybrid machine learning modelsCorresponding author

Journal :

Engineering Applications of Computational Fluid Mechanics

Link :

View Link

Publication Title :

Predicting Standardized Streamflow index for hydrological drought using machine learning modelsCorresponding author

Journal :

Engineering Applications of Computational Fluid Mechanics

Link :

View Link

Publication Title :

Prediction of suspended sediment concentration in fluvial flows using hybrid deep learning algorithmsFirst author

Journal :

Engineering Applications of Artificial Intelligence

Link :

View Link

Publication Title :

Random Forest and Multilayer Perceptron hybrid models integrated with the genetic algorithm for predicting pan evaporation of the target site using a limited set of neighboring referencing station dataFirst author

Journal :

Information Processing in Agriculture

Link :

View Link

References

Dr. saeed Samadianfard

samadianfard@gmail.com

Prof. Farzin Salmasi

ferzin.salmasi@gmail.com

Dr. Soroush Abolfathi

Soroush.Abolfathi@warwick.ac.uk