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Research

Nanofluid Flow Model

Research

PythonDeepLearningSciMLPhysics

Role

Developer

Duration

2026

Date

2026

Type

Personal Project

Overview

A nine-layer neural network trained with Levenberg-Marquardt optimization to model hybrid nanofluid boundary layer flow and heat transfer, using about 32,400 physics-generated samples.

Tech Stack

PythonDeepLearningSciMLPhysics

Interested in this project?

Reach out for source code walkthroughs or collaboration.