https://www.uzzielperez.com/tags/machine-learning/Machine LearningHugo Blox Builder (https://hugoblox.com)en-usFri, 29 May 2026 00:00:00 +0000https://www.uzzielperez.com/media/icon_hu7729264130191091259.pnghttps://www.uzzielperez.com/tags/machine-learning/https://www.uzzielperez.com/post/chep2026-three-talks/Fri, 29 May 2026 00:00:00 +0000https://www.uzzielperez.com/post/chep2026-three-talks/<p>I presented three talks at <a href="https://indico.cern.ch/" target="_blank" rel="noopener">CHEP 2026</a>, the 28th International Conference on Computing in High Energy and Nuclear Physics, hosted by Chulalongkorn University in Bangkok, Thailand (May 25–29, 2026):</p> <ol> <li><strong>When Less is More</strong> — lightweight and distilled graph neural networks for efficient particle reconstruction in LHCb&rsquo;s next-generation PicoCal calorimeter.</li> <li><strong>Optimizing GNNs for the Wild</strong> — PyTorch-to-ONNX acceleration of GarNet on CPUs and GPUs, targeting the LHCb GPU trigger.</li> <li><strong>Future-Ready Restoration</strong> — a case study on RAG-enhanced, agentic revival of a Run-2 Λb → Λγ analysis.</li> </ol> <p>Details for each talk are on the <a href="https://www.uzzielperez.com/event/">talks page</a>.</p>