MATLAB vs Python for Engineering Research

How to choose between MATLAB and Python based on simulation needs, libraries, reproducibility and deployment.

MATLAB remains exceptionally productive for numerical workflows, control, signal processing and Simulink-heavy research. Python offers a broader open-source ecosystem and excellent integration with AI and production systems.

The right choice depends on the full workflow, not popularity. Consider laboratory tools, collaborators, existing models, licensing and how results will eventually be deployed.

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