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Charles-Gérard Lucas
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Bachelor,
San Diego State University
Advanced Calculus I (lectures, practical tutorials and written examinations)
Real numbers
Sequences and limits
Limits of functions of a real variable
Continuity of functions
Derivatives
Complex systems (Master 2),
ENS de Lyon
Applied modeling to complex networks (
practical tutorials
)
Fundamentals of Network Science, e.g., classic random models, centralities, small-world phenomenon, etc...
Focus classes on advances topics, e.g., dynamic networks, graph algorithmic, community detection, machine learning on graphs
An introduction to cutting-edge research topics, such as Graph embedding and Graph Convolutional Neural Networks (GCN).
School of Engineering (Master 1),
CPE Lyon
Random Signal Processing (
practical tutorials
)
Random signals
Spectral estimation
Quadratic detection
Linear prediction
Mathematics (Bachelor 3),
Université Claude Bernard Lyon 1
Linear and bilinear algebra, matrix analysis (
practical tutorials
)
Quadratic forms
Endomorphism in Euclidean space
Endomorphism in Hermitian space
Linear systems
Mathematics (Bachelor 2),
Université Claude Bernard Lyon 1
Geometric algebra (
practical tutorials and written examinations
)
Inner product
Orthogonality
Orthogonal projection on finite-dimensional subspaces
Affine hyperplane in Euclidean spaces
Vectorial isometry in Euclidean spaces
Vectorial endomorphism in Euclidean spaces
Introduction to numerical analysis (
practical tutorials and written examinations
)
Polynomial interpolation
Quadrature method
Root-finding algorithms
Numerical methods for differential equations
Mathematics (Bachelor 1),
Université Claude Bernard Lyon 1
Cycles Universitaires Préparatoires aux Grandes Ecoles
Intensive preparation for the entrance examinations to selective higher education establishments
Fundamental of Mathematics (
oral examinations
)
Complex numbers
Sequences and limits
Real-valued functions of a real variable
Limits and continuity
Derivation of real-valued functions
Integer arithmetic
Polynomials
Basic mathematical techniques (
lectures, practical tutorials and written examinations
)
Riemann integration
First and second order linear differential equations
Complex numbers
Vector spaces
Geometry in the plane and in space