Stefan Woerner

1. The power of quantum neural networks
   2020/10/30 by Amira Abbas, David Sutter, Christa Zoufal +3 · 1 voice · 24 citations
   Computer Science · Engineering · Mathematics · Physics and Astronomy · #Advanced Memory and Neural Computing #Algorithm #Artificial intelligence #Artificial neural network #Computation #Computer science #Dimension (graph theory) #Mathematics #Physics #Pure mathematics #Quantum #Quantum Computing Algorithms and Architecture #Quantum computer #Quantum mechanics #Scalability #Statistical physics #Stochastic Gradient Optimization Techniques #Theoretical computer science #Topology (electrical circuits) #cs.LG #quant-ph
2. Variational quantum Boltzmann machines
   2020/06/10 by Christa Zoufal, Aurélien Lucchi, Stefan Woerner · 2 citations
   Computer Science · Physics and Astronomy · #Artificial intelligence #Artificial neural network #Boltzmann constant #Boltzmann machine #Computer science #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Neural Networks and Reservoir Computing #Physics #Quantum #Quantum mechanics #Statistical physics #Theoretical physics #quant-ph
3. Application of quantum machine learning using the quantum kernel algorithm on high energy physics analysis at the LHC
   2021/04/30 by Sau Lan Wu, Shaojun Sun, Wen Guan +20 · 1 citation
   Computer Science · Physics and Astronomy · #High-Energy Particle Collisions Research #Kernel (algebra) #Kernel method #Large Hadron Collider #Particle physics theoretical and experimental studies #Quantum #Quantum Computing Algorithms and Architecture #Quantum algorithm #Quantum computer #Quantum information #Quantum machine learning #Quantum technology #Qubit #hep-ex #quant-ph