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Shaping future quantum techniques in machine learning at CERN

Natalia Ares from the University of Oxford presents machine learning for tackling quantum device variability at the 7th International Conference on Quantum Techniques in Machine Learning, held at CERN in November. More than 300 people attended in person, with more following online. (Image: CERN) Problem solving gets faster if quantum methodologies are used instead of classical computers. Physicists and computer scientists are therefore working closely together to explore this potential. In November, the 7th International Conference on Quantum Techniques in Machine Learning (QTML) was held at CERN, bringing together more than 300 researchers and industry partners in the field. Machine learning uses data and algorithms to help computers to learn patterns and perform more effectively at tasks ranging from helping doctors to diagnose cancer to improving facial recognition. Combining techniques from quantum physics with machine learning can reduce the number of steps needed for algorithms t ....

Miguel Marquina , Michele Grossi , University Of Melbourne , International Conference On Quantum Techniques In Machine , University Of Oxford , Quantum Institute , Quantum Technology Initiative , Natalia Ares , International Conference , Quantum Techniques , Machine Learning , Open Quantum Institute , Arge Hadron Collider , High Energy Physics ,

Hi-Lumi News: First magnet from the US Accelerator Upgrade Project shipped to CERN

The cryo-assembly containing two MQXFA magnets was delivered to CERN in early December. (Image: CERN) At the beginning of December, CERN received an important shipment. It contained a cryo-assembly of two 4.2-m-long magnets developed by the Accelerator Upgrade Project in the US. These magnets are vital for the high-luminosity upgrade of the LHC (HL-LHC). With coils made from niobium–tin, instead of the niobium–titanium that the LHC currently uses, they will help focus the particle beams to an even smaller spot size at the interaction points of the ATLAS and CMS experiments. This is the first of ten cryo-assemblies that will make the month-long journey from the US. A celebration was held at CERN on Monday, 18 December to commemorate this milestone, bringing people from both sides of the Atlantic together. “In the realm of large scientific endeavours like the HL-LHC, global collaboration and expertise play pivotal roles. The delivery of the first cryo-assembly housing fully validat ....

Ezio Todesco , Giorgio Apollinari , Mike Lamont , Accelerator Upgrade Project , Upgrade Project , Project Director , Arge Hadron Collider , High Energy Physics ,