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Education
Ph.D. in Chemical Engineering, Sharif University of Technology (2024-)
- GPA.
- Thesis.
- Transcript.
M.Sc. in Chemical Engineering - Separation Processes, Sharif University of Technology (2020-2023)
- GPA. 3.61/4.00 (16.01/20.00)
- Thesis. Hydrodynamic Analysis of the Motion of Particles in a Fluidized Bed using Markov Chain Method (Supervisor: Dr. Fotovat) PDF
- Transcript. PDF
B.Sc. in Chemical Engineering, Iran University of Science and Technology (2015-2019)
- GPA. 3.15/4.00 (15.78/20.00)
- Thesis. Design and Simulation of Dehydration Units (Supervisor: Dr. Shahhosseini) PDF
Research Interests
- Developing Frameworks and Software for Chemical Engineering and Numerical Problem-solving
- Parallel Computing, Scientific Machine Learning, and Application of Machine Learning Algorithms in Chemical Engineering
- Reinforcement Learning, Operations Research, Decision-making and Optimization
- Physical Chemistry, Molecular Dynamics, Quantum Chemistry, and Computational Chemistry
- Computational Fluid Dynamics (CFD) Simulations, Fluidized Beds, Multiphase Flow, and Particle Tracking
Publication
Research Experience
- Markov Chains Modeling of Large Particle Motion in a Binary Bubbling Fluidized Bed using MATLAB, Sharif University of Technology, Dr. Fotovat (2022-2023) PDF
- Machine Learning Modeling of Vacuum Membrane Distillation using Python, Research Institute of Petroleum Industry, Dr. Sadeghian (2022-2024) PDF
- Classification of Robusta and Arabica Coffee Beans using PLS-DA Method, NIR Spectroscopy, and MATLAB, Sharif University of Technology, Dr. Parastar (2022) PDF
- Simulation of Propylene Glycol Production using Aspen HYSYS, Sharif University of Technology, Dr. Taherinia (2022) Report PDF, Notes, Equilibrium Results, Requested Parameters
- Machine Learning Classification of Particles in a Binary Fluidized Bed using MATLAB and Python, Sharif University of Technology, Dr. Fotovat (2021-2022)
- Simulation and Optimization of Axial-flow and Radial-flow Reactors for Dehydrogenation of Ethylbenzene into Styrene based on a Heterogeneous Kinetic Model using MATLAB, Sharif University of Technology, Dr. Khorashe (2021) PDF
- Design of Experiment and Optimization of Phenol Extraction Parameters in a Liquid Emulsion Membrane using Fractional Factorial Design and Minitab, Sharif University of Technology, Dr. Fotovat (2021)
- 2D Simulation of Gas-solid Canonical Fluidized Beds using ANSYS Fluent and Analysis of Bubble Behavior using MATLAB, Sharif University of Technology, Dr. Molaei (2021)
- Simulation of a Particle Aggregation System using ANSYS Fluent, Rahneshan Competition for Exceptional Students, Dr. Riahifar (2020-2021)
- Design and Simulation of a Natural Gas Dehydration Unit using Molecular Sieves by using Aspen HYSYS and Aspen Adsorption, Iran University of Science and Technology, Dr. Shahhosseini (2019)
Teaching Experience
- Computational Fluid Dynamics - The Basics and Introduction to Elementary Simulations using ANSYS Fluent, Exclusive Classes (2023) Session 1, Session 2, Session 3,
- Introduction to Programming with Python, Exclusive Classes (2023)
Work Experience
- Tose’eye Fanavari Fara (in Tehran University’s Innovation Park)
- Technology Innovation and Sustainability Assessments for Petrochemical Plants
- Amirabad, Tehran, Iran (2021-2022)
- Role. Junior Process Engineer
- Pak Sanat Caspian
- Chemical Fertilizers Plant
- Astara City, Guilan County, Iran (2018)
- Role. Intern
Awards and Honors
- Ranked within the 2% among more than 980 participants in Iranian University Entrance Exam for Ph.D. Studies in Chemical Engineering (23/~980) (2024)
- Ranked within the 1% among more than 980 participants in Iranian University Entrance Exam for Ph.D. Studies in Chemical Engineering - Biotechnology (12/~980) (2024)
- Ranked 1st Group in Energy Section of Rahneshan Competition on the Subject of Particle Aggregation Simulation (2020-2021)
- Ranked within the 0.2% among more than 6600 participans in Iranian University Exam for M.Sc. Studies in Chemical Engineering (14/~6600) (2020)
- Ranked within the 1% among more than 39000 participants in Iran University Entrance Exam for B.Sc. Studies (407/~39500) (2015)
Certificates
- 5th Winter School of Chemometrics, Sharif University of Technology, In Person (Feb. 2024)
- An Introduction to Computational Chemistry, Sharif University of Technology, In Person (Feb. 2023)
- Introduction to Julia (For Programmers), JuliaAcademy, Online Course (Nov. 2022)
- Advanced Learning Algorithms, Coursera, Online Course (Oct. 2022)
- Mathematics for Machine Learning: Multivariate Calculus, Coursera, Online Course (Oct. 2022)
- Introduction to Programming with MATLAB, Coursera, Online Course (Sep. 2022)
- Introduction to Statistics, Coursera, Online Course (Sep. 2022)
- Mastering Programming with MATLAB, Coursera, Online Course (Sep. 2022)
- Mathematics for Machine Learning: Linear Algebra, Coursera, Online Course (Sep. 2022)
- Python Data Structures, Coursera, Online Course (Sep. 2022)
- Supervised Machine Learning: Regression and Classification, Coursera, Online Course (Sep. 2022)
- Programming for Everybody (Getting Started with Python), Coursera, Online Course (Aug. 2022)
- Industry Biotechnology, Coursera, Online Course (May 2022)
- Machine Learning, Coursera, Online Course (Oct. 2021)
Language Proficiency
- Academic IELTS
- Taken on Oct. 13th, 2022
- Total Score - 7.5
- Each Score - L. 7.5 | R. 8.5 | W. 6.5 | S. 7.0
- Test Score Report PDF
- Preparation Material
- General GRE
- Taken on Oct. 27th, 2022
- Total Score - 317
- Each Score - V. 152 | Q. 165 | W. 3.5
- Test Score Report PDF
- Preparation Material