Advanced Scientific Computing Workshop

Material Package

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Sessions*

Software carpentry

Welcome, motivation and system aspects

Aspects of scientific relevance

High-performance computational aspects

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Contributions*

Advanced usage of Shell (in session "Software carpentry")

Applications - part II (in session "Aspects of scientific relevance")

Applications for Unfolding and MVA (in session "Aspects of scientific relevance")

Case study on Theoretical Physics: Annealing (in session "Welcome, motivation and system aspects")

Computational challenges for cosmological parameter estimations (in session "Welcome, motivation and system aspects")

Concluding Remards (in session "Aspects of scientific relevance")

Conventional parallelism models (MPI/OpenMP/pthreads) (in session "High-performance computational aspects")

Generator - Hands ON (in session "Aspects of scientific relevance")

Getting high performance out of the Python code (in session "High-performance computational aspects")

GPGPU programming (CUDA/OpenCL/thrust/OpenACC) (in session "High-performance computational aspects")

Hardware Architecture (NUMA/CPU/Interconnects/GPGPU/FPGA) (in session "High-performance computational aspects")

Modern parallelism models (PGAS/TBB/Linda/Julia etc) (in session "High-performance computational aspects")

Multivariate Analyses - All you want to know ... (in session "Aspects of scientific relevance")

MVA - Hands On session (in session "Aspects of scientific relevance")

Object oriented Python programming (in session "High-performance computational aspects")

Object-oriented programming and meta-programming (C++) (in session "High-performance computational aspects")

Overview of Computational Aspects in Particle Physics (in session "Welcome, motivation and system aspects")

Profiling and Debugging in cluster environments (in session "High-performance computational aspects")

Python: data analysis (in session "Software carpentry")

Python: introduction (in session "Software carpentry")

Software installation session (in session "Welcome, motivation and system aspects")

System Aspects (in session "Welcome, motivation and system aspects")

Testing (in session "Software carpentry")

Testing/Python (in session "Software carpentry")

Testing/Python (in session "Software carpentry")

The art of Unfolding (in session "Aspects of scientific relevance")

Unfolding - Hands On (in session "Aspects of scientific relevance")

Using make to compile projects (in session "Software carpentry")

Version control with git (in session "Software carpentry")

Welcome (in session "Welcome, motivation and system aspects")

Welcome and introduction (in session "Software carpentry")

Welcome and introduction (in session "High-performance computational aspects")

Write your own MC generator (in session "Aspects of scientific relevance")

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Include materials from sessions/contributions scheduled on the selected dates