Fisica-Jobs in Spanien
Programa de Atracción y Retención de Talento Digital: "Enhancing the LHCb experiment at CERN wi[...]
Zusammenfassung
A research institution in physics seeks MSc students for a 3-year contract focusing on enhancing data filtering systems at CERN using GPUs. Responsibilities include developing algorithms for particle reconstruction and optimizing energy usage through sustainable technology. Candidates should have a background in physics or computing science, with an interest in real-time processing and AI approaches.
Qualifikationen
- Aimed at MSc students in related fields.
- Experience or interest in data processing and AI/NN approaches is advantageous.
Aufgaben
- Work on real-time data filtering and event selection system using GPUs.
- Support or develop components of algorithms for vertex finding and reconstruction.
- Contribute to energy optimisation and sustainability of the framework.
Kenntnisse
Ausbildung
Enhancing the LHCb experiment at CERN with sustainable technology
The LHCb collaboration at CERN is using a pioneering data filtering system in its trigger system based on real-time particle reconstruction using GPUs. The Allen project consists of over 365 algorithms that execute real-time vertex finding and reconstruction, fast-track particle reconstruction, calorimeter clustering, and muon identification with very high efficiency and throughput.
- Work on a real-time data filtering and event selection system that processes data with high throughput using GPUs.
- Support or develop components of Allen’s algorithms for vertex finding, reconstruction, fast-track reconstruction, calorimeter clustering, and muon identification.
- Utilize a fast and powerful neural network (NN) to suppress reconstructed objects from random detector hits and contribute to false trigger suppression.
- Develop tools to optimise energy usage and sustainability of the framework, including exploring hybrid computing platforms and efficient software solutions to increase physics output while reducing energy consumption.
- Aimed at MSc students in physics, computing science, or similar subjects.
- Experience or interest in real-time data processing, high-performance computing, GPUs, and AI/NN approaches is advantageous.
Contract duration: 3 years
- Artificial Intelligence (AI)
- Technologies for processing large amounts of data and information
- High-performance computing
- Green algorithms
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