46 citations · 51 across the 3 of their papers we have counts for
20 papers · 1 filter
Improving readout in quantum simulations with repetition codes
Jakob M. Günther, Francesco Tacchino, James R. Wootton +2
Near term quantum computers suffer from the presence of different noise sources. In order to mitigate for this effect and acquire results with significantly better accuracy, there…
Application of Quantum Machine Learning using the Quantum Kernel Algorithm on High Energy Physics Analysis at the LHC
Sau Lan Wu, Shaojun Sun, Wen Guan +20
Quantum machine learning could possibly become a valuable alternative to classical machine learning for applications in High Energy Physics by offering computational speed-ups. In…
Variational learning for quantum artificial neural networks
Francesco Tacchino, Stefano Mangini, Panagiotis Kl. Barkoutsos +4
In the last few years, quantum computing and machine learning fostered rapid developments in their respective areas of application, introducing new perspectives on how information…
Improved accuracy on noisy devices by non-unitary Variational Quantum Eigensolver for chemistry applications
Francesco Benfenati, Guglielmo Mazzola, Chiara Capecci +4
We propose a modification of the Variational Quantum Eigensolver algorithm for electronic structure optimization using quantum computers, named non-unitary Variational Quantum Eige…
Quantum HF/DFT-Embedding Algorithms for Electronic Structure Calculations: Scaling up to Complex Molecular Systems
Max Rossmannek, Panagiotis Kl. Barkoutsos, Pauline J. Ollitrault +1
In the near future, material and drug design may be aided by quantum computer assisted simulations. These have the potential to target chemical systems intractable by the most powe…
Microcanonical and finite temperature ab initio molecular dynamics simulations on quantum computers
Igor O. Sokolov, Panagiotis Kl. Barkoutsos, Lukas Moeller +3
Ab initio molecular dynamics (AIMD) is a powerful tool to predict properties of molecular and condensed matter systems. The quality of this procedure is based on accurate electroni…