Bowles, Joseph
- IQPopt: Fast optimization of instantaneous quantum polynomial circuits in JAX
2025/01/08 by Erik Armengol, Erik Recio-Armengol, Joseph Bowles +2 · 1 voice · 9 citations
Computer Science · Engineering · #Low-power high-performance VLSI design #Quantum Computing Algorithms and Architecture #Quantum-Dot Cellular Automata #quant-ph
- Avoiding local minima in Variational Quantum Algorithms with Neural Networks
2021/04/07 by Javier Rivera-Dean, Patrick Huembeli, Rivera-Dean, Javier +5 · 4 citations
Computer Science · #FOS: Physical sciences #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Train on classical, deploy on quantum: scaling generative quantum machine learning to a thousand qubits
2025/03/04 by Recio-Armengol, Erik, Ahmed, Shahnawaz, Bowles, Joseph · 8 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Contextuality and inductive bias in quantum machine learning
2023/02/02 by Bowles, Joseph, Wright, Victoria J, Farkas, Máté +2 · 3 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Backpropagation scaling in parameterised quantum circuits
2023/06/26 by Joseph Bowles, Bowles, Joseph, David Wierichs +3 · 3 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum and electron transport phenomena