My research focuses on:

• Deep learning–based 3D detection and characterization of intracranial aneurysms
• Vascular tree segmentation on 3D meshes using convolutional neural networks
• Synthetic vascular modeling for neural network training and validation

My research focused on:

• Patient-specific 3D reconstruction of human atrial anatomy from CT and MRI data
• High-resolution finite element mesh engineering for cardiac electrophysiology simulations
• Development and execution of electrophysiological simulation pipelines using openCARP
• EMI-based multiscale modeling of cardiac electrical activity

Responsibilities (270h) include:

• Statistics, Second year of the preparatory engineering cycle, 18h PS (Pratical Sessions) and CL (Computer Labs) with Python.
• Analysis of several variables, Second year of the preparatory engineering cycle, 36h PS.
• Series, Second year of the preparatory engineering cycle, 27h PS.
• Probabilities, Second year of the preparatory engineering cycle, 48h PS.
• Mathematical tools for engineers, First year of the preparatory engineering cycle, 54h PS
• Probabilities 1, First year of the preparatory engineering cycle, 45h PS.
• Algebra, First year of the preparatory engineering cycle, 24h PS.
• Derivation & integration, First year of the preparatory engineering cycle, 18h PS.

Responsibilities (182h) include:

• Mathematics OP Exp1/Exp2, First year General Engineering, 26h LC (Lecture Courses), 75h PS (Pratical Sessions) and 26h SW (Support Work).
• Mathematics O1 Exp4, Second year General Engineering, 21h LC and 28h PS.
• Mathematics I3, Third year General Engineering, 6h PS.

Responsibilities (192h) include:

• Complementary math for the engineering course, Second year Mathematics-Physics-Computer Science, 24h LC (Lecture Courses), 24h PS (Pratical Sessions) and CL (Computer Labs) with Matlab.
• Computer tools B, Second year Mathematics-Physics-Computer Science, 24h CL with Python.
• Linear algebra 4, Second year Mathematics-Physics-Computer Science, 24h PS.
• Maths for Biology 2, First year Biology, Environment and Chemistry, 18h PS.
• Mathematics 1, First year Computer Science and Electronics, 40h PS.
• Mathematical tools 1, First year Physics-Chemistry, Earth Sciences and Mechanics, 30h PS.

Responsibilities (192h) include:

• General Mathematics, First year Mathematics, 66h PS (practical sessions).
• Mathematics for Natural Sciences, First year Biology-Chemistry, 16,5h PS.
• Mathematics 1, First year Mathematics, 16,5h PS.
• Mathematics 2, First year Mathematics, 16,5h PS.
• Integration and differential equations, First year Civil Engineering, 12h PS.
• Linear algebra 2, Second year Civil Engineering, 10,5h PS.
• Primitives-Differential equations, First year Mathematics, 24h PS.
• Mathematics Remediation, First year Mathematics, 30h PS.