Resources
Our resources
CERN openlab undertakes significant outreach activities in support of its technical work, with project results presented at a wide range of major international conferences. Below you can find our latest annual reports, technical documents, presentations, member case studies, press coverage, and videos. You can also find our 2017 whitepaper on future ICT challenges in scientific research here.
Annual reports
Find out more about CERN openlab in our latest annual reports.
Technical documents
Find the latest technical documents published by members of our collaboration below.
Title | Date | File |
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Validation of Deep Convolutional Generative Adversarial Networks for High Energy Physics Calorimeter Simulations
In particle physics the simulation of particle transport through detectors requires an enormous amount of computational resources, utilizing more than 50% of the resources of the CERN Worldwide Large Hadron Collider Grid. |
25-03-21 | |
Reduced Precision Strategies for Deep Learning: A High Energy Physics Generative Adversarial Network Use Case
Deep learning is finding its way into high energy physics by replacing traditional Monte Carlo simulations. However, deep learning still requires an excessive amount of computational resources. |
18-03-21 | |
The True Random Privacy Project
True Random Privacy (TRP) project, developed during the Random Power hackathon 2020, aims to create a new differential privacy solution for images, embedding a state-of-the-art features description technique. |
05-11-20 | |
Machine Learning applications on OpenStack log data analysis
A massive amount of data is generated by the Openstack cloud services in the format of service logs. Besides timestamps and log level fields, these logs contain additional information useful for pattern analysis. |
31-08-19 | |
Automation Tools for Invenio
Invenio is an open source framework, initially developed at CERN, but with many external users and contributors at this moment and prospects of growing even more in the future. Its nature as a digital |
31-08-19 |
Presentations
Find the latest presentations by members of our collaboration below.
Presentation title | Relevant event | Date | File |
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Validation of GANs for High Energy Physics Simulation | AAAI-MLPSI 2021 | 23-03-21 | |
Reduced Precision Strategies for Deep Learning: 3DGAN Use Case (Video) | 10th ICPRAM Conference 2021 | 11-02-21 | |
Reduced Precision Strategies for Deep Learning: 3DGAN Use Case | 10th ICPRAM Conference 2021 | 06-02-21 | |
True Random Privacy team at the RaP! hackathon | Random Power Hackathon | 05-11-20 | |
Reduced Precision Strategies for Deep Learning: 3DGAN Use Case | 4th IML Workshop CERN 2020 | 21-10-20 |
Member case studies
Find all the latest announcements, press releases, blog posts, and videos from our collaborators below.
Title | Member | Date | File |
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CERN Accelerates Simulation Workloads with AI In order to help address future needs for CERN’s LHC (Large Hadron Collider—the world’s largest particle accelerator), researchers at CERN, SURFsara, and Intel have been rethinking approaches for supplying extraordinary new levels of Monte Carlo-based simulations. |
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23-02-21 | |
Accelerating Science with CERN and Oracle Eric Grancher, Head of Database Services Group at CERN, explains the immense scale of CERN's work, the use of Oracle technologies, and the collaboration with Oracle. |
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04-02-21 | |
Registration Open for Internet2-Oracle Webinar: “Accelerating Science with CERN and Oracle” on January 26 CERN uses Oracle solutions to support the control systems for the Large Hadron Collider, the world’s largest and most powerful particle accelerator. |
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19-01-21 | |
CERN Hybrid Cloud Empowers Breakthrough Research CERN’s Large Hadron Collider (LHC) is the largest particle accelerator on earth. Every second, extremely sensitive detectors capture petabytes of data resulting from each experimental run using the LHC. |
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14-10-20 | |
How Intel Is Helping CERN to Unlock the Biggest Mysteries in Science The world of scientific research produces massive amounts of data at an ever-increasing pace. One of the biggest challenges for researchers is how to store and process it. |
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10-06-20 |
Press coverage
Find all the latest CERN openlab press cuttings below.
Title | Outlet | Date | File |
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CERN Is Betting Big on Exascale | HPCwire | 01-04-21 | |
Intel Announces 5 CERN-Argonne oneAPI Challenge Winners | Inside HPC | 26-03-21 | |
Intel Announces oneAPI Challenge Winners | HPCwire | 25-03-21 | |
CERN openlab’s Maria Girone to Present EuroHPC Summit Keynote on Mar. 25 | HPCwire | 24-03-21 | |
Tackling Tomorrow’s Computing Challenges Today at 2021 CERN Openlab Technical Workshop | HPCwire | 24-03-21 |
Videos
Find out more about CERN opnelab in our latest videos.