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---++ Main topics The *ACAT* scientific programme includes the following topics ---++ Track 1: Computing Technology for Physics Research 1 Languages, Software quality, IDE and User Interfaces * Languages (new C++ standard, Java, ...), Code Portability: using templates, toward Compiler * Software quality assurance; code reflection; documentation, performance and debugging tools * Computer system Benchmarking, beyond LinpackComputer system Benchmarking, beyond Linpack * IDE and frameworks * User Interfaces, Common Libraries. 1 Distributed and Parallel Computing * Multilevel parallelism * Distributed computing * GRID and Cloud computing 1 New architectures, many and multi-cores * Many-core * accelerator-based computing (GPU, etc) * High precision computing (hardware) 1 Virtualisation 1 Online computing * Advanced Monitoring, Diagnostics and Control * Scalable distributed data collectors * High Level Triggering (HLT) * Stream event processing & High Throughput Computing (HTC) ---++Track 2: Data Analysis - Algorithms and Tools 1 Machine Learning * Neural Networks and Other Pattern Recognition Techniques * Evolutionary and Genetic Algorithms, Multi-variate analysis * Package Benchmarking * Automation of Science: Data to formula 1 Advanced Data Analysis Environments * Statistical Methods, Multivariate analysis * Data mining 1 Simulation, Reconstruction and Visualisation Techniques * Detector and Accelerator Simulations, MC and fast MC * Reconstruction Algorithms * Visualization Techniques; event displays 1 Advanced Computing * Quantum Computing * Bio Computing: life process simulation, brain simulation, Quantum biology ---++Track 3: Computations in Theoretical Physics: Techniques and Methods 1 Automatic Systems * Automatic Computation Systems: from Processes to Event Generators * Multi-dimensional Integration and Event Generators * Intensive High Precision Numerical Computations: Algorithms and Systems 1 Higher orders * One-loop event generators * Multi-loop Calculations and Higher Order Corrections 1 Computer Algebra Techniques and Applications 1 Computational physics, Theoretical and simulation aspects * Lattice QCD, * Cosmology, Universe Large Scale Structure, Gravitational waves * Nuclear physics N-body computation, * Plasma physics, * Earth Physics, climate, earthquakes -- Main.DenisPerretGallix - 2016-05-12
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Topic revision: r4 - 2016-05-12
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