Francesco Petruccione
- An introduction to quantum machine learning
2014/09/10 by Maria Schuld, M. Schuld, I. Sinayskiy +3 · 2 voices · 60 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications #quant-ph
- Non-Markovian dynamics in a spin star system: Exact solution and approximation techniques
2004/01/10 by Heinz‐Peter Breuer, Heinz-Peter Breuer, Daniel Burgarth +1 · 5 citations
Computer Science · Physics and Astronomy · #Quantum Information and Cryptography #Quantum many-body systems #Spectroscopy and Quantum Chemical Studies #quant-ph
- On quantum ensembles of quantum classifiers
2020/01/29 by Abbas, Amira, Maria Schuld, Francesco Petruccione +2 · 6 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications
- Quantum gradient descent and Newton's method for constrained polynomial\n optimization
2016/12/06 by Patrick Rebentrost, Rebentrost, Patrick, Maria Schuld +7 · 4 citations
Computer Science · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Quantum ensembles of quantum classifiers
2017/04/07 by Maria Schuld, Francesco Petruccione, Schuld, Maria +1 · 2 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph) #Statistics Theory (math.ST)
- Destruction of quantum coherence through emission of bremsstrahlung
2001/02/05 by Heinz-Peter Breuer, Heinz‐Peter Breuer, Francesco Petruccione · 1 citation
Computer Science · Physics and Astronomy · #Quantum Electrodynamics and Casimir Effect #Quantum Information and Cryptography #Quantum Mechanics and Applications
- Non-Markovian Dynamics of Discrete-Time Quantum Walks
2017/03/23 by Subhashish Banerjee, N. Pradeep Kumar, Banerjee, Subhashish +7 · 2 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Neural Networks and Reservoir Computing #Quantum and electron transport phenomena
- Faster Quantum Simulation Of Markovian Open Quantum Systems Via Randomisation
2024/08/21 by I. J. David, Ilya Sinayskiy, David, I. J. +3 · 3 citations
Computer Science · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Hybrid Quantum-Classical Feature Extraction approach for Image Classification using Autoencoders and Quantum SVMs
2024/10/24 by Donovan Slabbert, Francesco Petruccione, Slabbert, Donovan +1 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Quantum Computing Algorithms and Architecture #Spectroscopy Techniques in Biomedical and Chemical Research
- Decoherence from quantum spacetime noise: An open-systems framework with application to neutrino oscillations
2025/03/17 by Partha Nandi, Nandi, Partha, Tiasha Bhattacharyya +7 · 4 citations
Physics and Astronomy · #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #High Energy Physics - Phenomenology (hep-ph) #High Energy Physics - Theory (hep-th) #Neutrino Physics Research #Noncommutative and Quantum Gravity Theories #Particle physics theoretical and experimental studies #Quantum Physics (quant-ph)