Topics
Track 1: Computing Technology for Physics Research
Track convenors:
David Britton
Jerome Lauret
Axel Naumann
- Programming languages, software quality, IDE and User Interfaces
- Programming languages
- Software quality assurance
- IDE and frameworks
- User Interfaces, Common Libraries
- Distributed and parallel computing
- Multilevel parallelism
- Distributed computing
- GRID and Cloud computing
- New architectures, many-cores
- Many-core
- Accelerator-based computing
- High precision computing (hardware)
- Virtualisation
- Online Monitoring and Control
- High Level Triggering
Track 2: Data Analysis – Algorithms and Tools
Track convenors
Thomas Speer
Pedro Teixeira-Dias
- Machine and statistical learning
- Supervised, unsupervised and ensemble learning
- Classification, clustering and regression methods
- Pattern recognition algorithms
- Computational intelligence algorithms
- Artificial and Bayesian Neural Networks
- Evolutionary Algorithms and other Nature-inspire methods
- Automation of science: data to formula
- Advanced data analysis environments
- Advanced statistical data analysis
- Multivariate data analysis
- Data mining
- Simulation, reconstruction and visualisation techniques
- Detector and accelerator simulations, MC and fast MC
- Reconstruction algorithms
- Visualization techniques and event displays
- Quantum and bio-computing techniques
Track 3: Computations in Theoretical Physics – Techniques and Methods
Track convenors
Nigel Glover
Gudrun Heinrich
- Automatic systems
- Automatic computation systems: from Processes to Event Generators
- Multi-dimensional integration and event generators
- Intensive high precision numerical computations: algorithms and systems
- Higher order calculations
- One-loop event generators
- Multi-loop calculations and higher order corrections
- Computer algebra techniques and applications