content.md

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This is the list of content we intended to record/release eventually, although it doesn't mean that more projects/content will not be added to this list. You can find a link to already published content here, about which more information is provided on the Video Series page.

Introductory Series

• Postprocessing simulation results using ParaView

• Setup your scientific computing environment

• An easy (but not so short) introduction to applied numerical computing (numerical methods for solving partial differential equations)

• Introduction to finite element modeling

• Introduction to finite element using FreeFEM

• Introduction to finite element using FEniCSx

• Introduction to mesh generation using GMSH, SALOME, CGAL, and Mmg

• A crash course on high-performance computing and parallel programming

• Docker for scientific computing

Research Projects Series

• Mass transfer in tissue engineering: cell viability assessment of pancreatic islets for diabetes treatment

• Demystify a PhD project: simulation of corrosion and biodegradation behavior of medical implants

• Machine learning for mechanistic modeling: Physics-informed neural network modeling of mass transfer in biomedical engineering

• Deep learning in healthcare IoT: ECG signals classification using convolutional neural networks

• Computational Fluid Dynamics: developing a parallel fluid flow solver for coupled problems using finite element method