Turvani, Giovanna
- A Predictive Approach for Selecting the Best Quantum Solver for an Optimization Problem
2024/08/07 by Deborah Volpe, Nils Quetschlich, Volpe, Deborah +7 · 3 citations
Computer Science · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Towards an Automatic Framework for Solving Optimization Problems with Quantum Computers
2024/06/18 by Volpe, Deborah, Quetschlich, Nils, Graziano, Mariagrazia +2 · 2 citations
#Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)
- Graph Neural Network-Based Predictor for Optimal Quantum Hardware Selection
2025/07/25 by Antonio Tudisco, Deborah Volpe, Tudisco, Antonio +5 · 1 citation
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum many-body systems
- Evaluating Angle and Amplitude Encoding Strategies for Variational Quantum Machine Learning: their impact on model's accuracy
2025/08/01 by Tudisco, Antonio, Marchesin, Andrea, Zamboni, Maurizio +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)