Melnikov, Alexey

1. Tensor networks for quantum computing
   2025/03/11 by A. V. Berezutskii, Berezutskii, Aleksandr, Minzhao Liu +53 · 21 citations
   Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Computational Physics and Python Applications #Quantum Mechanics and Applications
2. Method for noise-induced regularization in quantum neural networks
   2024/10/25 by Viacheslav Kuzmin, Somogyi, Wilfrid, W. Somogyi +5 · 3 citations
   Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Quantum Physics (quant-ph)
3. Forecasting steam mass flow in power plants using the parallel hybrid network
   2023/07/18 by Andrii Kurkin, Jonas Hegemann, Kurkin, Andrii +5 · 2 citations
   Computer Science · #Neural Networks and Applications #Machine Learning and ELM #Neural Networks and Reservoir Computing
4. A supervised hybrid quantum machine learning solution to the emergency escape routing problem
   2023/07/28 by Nathan Haboury, Haboury, Nathan, Mo Kordzanganeh +15 · 1 citation
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Data Mining and Machine Learning Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph) #Traffic Prediction and Management Techniques
5. Photovoltaic power forecasting using quantum machine learning
   2023/12/27 by Sagingalieva, Asel, Komornyik, Stefan, Senokosov, Arsenii +6 · 1 citation
   #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)