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Sciences numériques

Cours associés (38)

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MATH-459: Numerical methods for conservation laws

Introduction to the development, analysis, and application of computational methods for solving conservation laws with an emphasis on finite volume, limiter based schemes, high-order essentially non-o

ME-629: Fundamentals of Fracture with Fundamental Papers

The principles of fracture mechanics, from the energy balance approach of Griffith through modern computational approaches, will be introduced using key papers. Phase-field modeling and atomistic proc

CS-727: Topics in Computational Social Science (TopiCSS)

DH-500: Computational Social Media

The course integrates concepts from media studies, machine learning, multimedia, and network science to characterize social practices and analyze content in platforms like Twitter, Instagram, YouTube,

MATH-505: HPC for numerical methods and data analysis

The objective of this course is to provide the necessary background for designing efficient parallel algorithms in scientific computing as well as in the analysis of large volumes of data. The operati

CIVIL-534: Computational systems thinking for sustainable eng.

This course integrates systems thinking and network analysis through theory and computing. The objective of this course is to develop expertise in computationally analyzing and modeling complex system

CS-328: Numerical methods for visual computing and ML

Visual computing and machine learning are characterized by their reliance on numerical algorithms to process large amounts of information such as images, shapes, and 3D volumes. This course will famil

MATH-656: Numerical linear algebra for Koopman and DMD

The Dynamic Mode Decomposition (DMD) has become a tool of trade in computational data driven analysis of complex dynamical systems. The DMD is deeply connected with the Koopman spectral analysis of no

MSE-671: Computation, Modeling and Visualization

The student has been exposed to the use of modelling, coding, and visualization as a means to understand a research problem more deeply. The student will have experience in symbolic and numerical of M

PHYS-816: Nanophotonics and its application for society

The summerschool focuses on nanophotonics and its applications in energy, sensing and communications. World-leading expert in the field will address both fundamentals and state-of-the-art research top