2025-03-28 17:12 |
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Signal Induction Simulation for Frontier Gaseous and Solid-State Detectors with Resistive Elements
/ Janssens, Djunes (speaker) (CERN)
An increasing number of modern detector designs incorporate materials with finite conductivity to achieve various objectives, including enhanced robustness, improved spatial precision, and operation at high fluences. Notable examples can be found within the Micro-Pattern Gaseous Detector (MPGD), Resistive Plate Chamber (RPC), and solid-state sensor families—including resistive Micromegas, µRWELL, Resistive Silicon Detectors (RSDs or AC-LGADs), and 3D Diamond sensors [...]
2025 - 4668.
Detector Seminar
External link: Event details
In : Signal Induction Simulation for Frontier Gaseous and Solid-State Detectors with Resistive Elements
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2025-03-28 13:41 |
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Web for the win! A crash course in building web apps
/ Coldstream, George (speaker)
Abstract/Description:
"Welcome to web dev 101! In this lecture we will go over the fundamentals (HTML, CSS, JS), tooling, overview of common UI libraries and frameworks, teach you the fundamentals of React development and testing, tldr user experience design, APIs, highlight modern features such as web assembly and WebGL.
Development of graphical user interfaces (GUIs) are often serious and timely undertaking, throughout all the different phases from the requirement gathering, design, user experience to the complexities of cross platform development with native GUI libraries. Web apps to the rescue!
Building web apps can help speed up this process and provide a platform agnostic interface for your software, which can run locally or remotely [...]
2025 - 3796.
Inverted CSC; Inverted CERN School of Computing 2025
External links: Talk details; Event details
In : Inverted CERN School of Computing 2025
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2025-03-28 10:22 |
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2025-03-28 10:22 |
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On equivariance and explainability
/ Iversen, Kaare Endrup (speaker) (Lund University (SE))
Permutation equivariant and Lorentz invariant neural networks have garnered the attention of the ML community at large for a while now, finding particular success in cases where symmetries in the data space can be exploited to overcome issues of low statistics and constraints on training time or model size. In high energy physics, however, neither problem is common to us: due to the inherent probabilistic nature of our experiments, we can simulate datasets that would excite even the most ingrained OpenAI engineer, and our computational power is on a vastly different scale compared to the average ML enthusiast.
The main strength of equivariant networks in our field lies in a different aspect, in fact, one of the main aspects that had the HEP community hesitant to adopt ML solutions in the first place, namely that of explainability. [...]
2025 - 3595.
Inverted CSC; Inverted CERN School of Computing 2025
External links: Talk details; Event details
In : Inverted CERN School of Computing 2025
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2025-03-28 10:10 |
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Breaking RSA and picking up the pieces
/ Sharma, Vasvi (speaker)
As quantum computers advance, they pose a significant threat to our current cryptographic infrastructure, particularly RSA encryption. This presentation will explore how RSA can be broken using Shor's algorithm and examine the landscape of post-quantum encryption algorithms.
## Presentation Overview
### Introduction to RSA and Its Importance in Modern Cryptography
- Brief history of RSA
- Current widespread use in secure online transactions and communications
### The Quantum Threat: Shor's Algorithm and Its Impact on RSA
- Explanation of Shor's algorithm
- How quantum computers can factor large numbers exponentially faster than classical computers
- Implications for RSA security
### Post-Quantum Cryptography: An Overview
- Introduction to post-quantum cryptographic algorithms
- Types of post-quantum cryptography (lattice-based, code-based, multivariate polynomial, hash-based signatures)
### Standardization Efforts: NIST's Post-Quantum Cryptography Project
- Overview of NIST's standardization process
- Selected algorithms (CRYSTALS-Dilithium, FALCON, SPHINCS+, CRYSTALS-Kyber)
- Challenges in standardization and implementation
### Implementation Considerations for Post-Quantum Algorithms
- Integration into existing cryptographic libraries
- Performance comparisons with classical algorithms
- Security analysis and known vulnerabilities
## Key Takeaways
1 [...]
2025 - 3351.
Inverted CSC; Inverted CERN School of Computing 2025
External links: Talk details; Event details
In : Inverted CERN School of Computing 2025
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2025-03-27 15:01 |
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Automate All the Things: CI/CD for the Bold and the Brave
/ Mamtsits, Elizabeth (speaker)
This lecture provides a practical, in-depth look at modern CI/CD (Continuous Integration and Continuous Deployment) best practices within GitLab and GitHub environments. CI/CD is essential for efficient software delivery and quality assurance, particularly in scientific computing where reliable code performance and scalability are crucial. [...]
2025 - 3398.
Inverted CSC; Inverted CERN School of Computing 2025
External links: Talk details; Event details
In : Inverted CERN School of Computing 2025
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2025-03-27 10:53 |
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Exotic Hadrons
from Hidden Charm to Doubly Charmed Mesons
/ Maiani, Luciano (speaker) (Sapienza Universita e INFN, Roma I (IT))
In 1964, proposing quarks to describe the known mesons and baryons as (q\bar q) and (qqq) states, Murray Gell-Mann suggested the possible existence of further meson and baryon configurations: tetraquarks (qq \bar q\bar q) and pentaquarks (qqqq \bar q). The first unexpected hadron, the X(3872), was discovered by BELLE in 2003, confirmed by BABAR and seen in many other High Energy experiments. [...]
2025 - 3907.
Theory Colloquia
External link: Event details
In : Exotic Hadrons
from Hidden Charm to Doubly Charmed Mesons
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2025-03-27 10:13 |
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Efficient Workflow Management in High-Energy Physics
/ Verstege, Cedric (speaker) (KIT - Karlsruhe Institute of Technology (DE))
In high-energy physics (HEP), efficient workflow management is crucial for processing large datasets, running simulations, and managing computational jobs across distributed environments. This lecture introduces Luigi, a workflow management tool originally developed at Spotify that helps automate and scale complex task pipelines, ensuring dependency resolution and fault tolerance.
Building on Luigi, Law (**L**uigi **a**nalysis **w**orkflow) provides additional abstractions for HEP workflows by incorporating diverse batch job submission systems, like HTCondor, and different execution environments. [...]
2025 - 3052.
Inverted CSC; Inverted CERN School of Computing 2025
External links: Talk details; Event details
In : Inverted CERN School of Computing 2025
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2025-03-27 10:13 |
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Illuminating the dark side of statistics: Bayesian inference in particle physics
/ Gartner, Lorenz (speaker) (LMU)
High energy physics (HEP) has historically favoured frequentist statistical methodologies, leading to the development of analysis workflows and tools optimized around this paradigm. Frequentist techniques, such as those embedded in the HistFactory statistical model, have become standard in particle physics, often utilizing asymptotic approximations for efficient parameter estimation and hypothesis testing. [...]
2025 - 4193.
Inverted CSC; Inverted CERN School of Computing 2025
External links: Talk details; Event details
In : Inverted CERN School of Computing 2025
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2025-03-27 10:13 |
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Maximum Likelihood Fitting
/ Thiele, Simon (speaker) (University of Bonn (DE))
Maximum likelihood fitting is central to many high-energy physics analyses, yet modern software makes it easy to use as a black box without understanding the underlying statistics.
The statistics lectures in the main CSC and the tCSC on ML introduce the topic of likelihood, exploring the concept and showing its importance in data analysis. [...]
2025 - 3070.
Inverted CSC; Inverted CERN School of Computing 2025
External links: Talk details; Event details
In : Inverted CERN School of Computing 2025
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