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masoud hoseini

@masoudhoseini

Mechanical engineer at Pars Special Economic Energy Zone applying scientific machine learning to physics-based engineering models.

Iran

Message

What I'm looking for

I'm interested in Scientific Machine Learning, dynamical systems, and physics-based AI, especially applying machine learning to computational engineering and understanding and predicting complex dynamical behavior.

At Pars Special Economic Energy Zone, I inspect HVAC systems and mechanical installations against engineering specifications, design standards, and operational requirements, and support maintenance activities for mechanical equipment and utility systems.

In my 2025 Machine Learning & Scientific ML project, I developed supervised models for regression and classification and implemented Physics-Informed Neural Networks for engineering systems. I also applied LSTM architectures to time-series prediction and studied nonlinear and chaotic systems.

For my thesis, Numerical Investigation of Thermal Radiation Effects on a Convergent-Divergent Nozzle Wall, I developed an in-house finite-volume solver and implemented the P-1 radiation model. My other CFD work includes analyzing an oscillating airfoil in ANSYS Fluent and optimizing a shell-and-tube heat exchanger configuration, achieving a 15% improvement in thermal efficiency.

Experience

Work history, roles, and key accomplishments

Current

Mechanical Engineer

Current

Pars Special Economic Energy Zone

Jan 2018 - Present (8 years 8 months)

Inspected HVAC systems and mechanical installations for compliance with engineering specifications and design standards. Performed technical inspections and supported maintenance activities for mechanical equipment and utility systems.

HVAC Mechanical inspections Maintenance Compliance