442 citations · 12k across the 402 of their papers we have counts for
8 papers · 1 filter
A Coherent Memory Register for Sequential Quantum Generative Modeling, with Application to Calorimeter Showers
Jamal Slim. Saverio Monaco, Ran Xue, Dirk Kruecker +1
Simulating the showers that particles deposit in a calorimeter, the detector that records their energy across many cells, is one of the largest computing costs in high-energy physi…
Quantum Computing for High-Energy Physics: State of the Art and Challenges. Summary of the QC4HEP Working Group
Alberto Di Meglio, Karl Jansen, Ivano Tavernelli +43
Quantum computers offer an intriguing path for a paradigmatic change of computing in the natural sciences and beyond, with the potential for achieving a so-called quantum advantage…
Precise Image Generation on Current Noisy Quantum Computing Devices
Florian Rehm, Sofia Vallecorsa, Kerstin Borras +3
The Quantum Angle Generator (QAG) is a new full Quantum Machine Learning model designed to generate accurate images on current Noise Intermediate Scale (NISQ) Quantum devices. Vari…
Volumetric Benchmarking of Quantum Computing Noise Models
Tom Weber, Kerstin Borras, Karl Jansen +2
The main challenge of quantum computing on its way to scalability is the erroneous behaviour of current devices. Understanding and predicting their impact on computations is essent…
A Full Quantum Generative Adversarial Network Model for High Energy Physics Simulations
Florian Rehm, Sofia Vallecorsa, Michele Grossi +2
The prospect of quantum computing with a potential exponential speed-up compared to classical computing identifies it as a promising method in the search for alternative future Hig…
Snowmass White Paper: Quantum Computing Systems and Software for High-energy Physics Research
Travis S. Humble, Andrea Delgado, Raphael Pooser +23
Quantum computing offers a new paradigm for advancing high-energy physics research by enabling novel methods for representing and reasoning about fundamental quantum mechanical phe…