Hybrid Quantum Classical Graph Neural Networks for Particle Track
Reconstruction

Hybrid Quantum Classical Graph Neural Networks for Particle Track Reconstruction

26 September 2021

Kristiane Novotny

Richard Forster

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Papers citing "Hybrid Quantum Classical Graph Neural Networks for Particle Track Reconstruction"

16 / 16 papers shown

Title
Hybrid Quantum Neural Networks for Efficient Protein-Ligand Binding Affinity Prediction Seon-Geun Jeong Kyeong-Hwan Moon Won-Joo Hwang 24 1 0 14 Sep 2025
Inductive Graph Representation Learning with Quantum Graph Neural Networks Arthur M. Faria Ignacio F. Graña Savvas Varsamopoulos GNN 197 1 0 31 Mar 2025
Quantum Machine Learning in Drug Discovery: Applications in Academia and Pharmaceutical Industries Anthony M. Smaldone Yu Shee Gregory W. Kyro Chuzhi Xu Nam P. Vu ... Marwa H. Farag Alexey Galda Sandeep Kumar Elica Kyoseva Victor S. Batista Mamba 67 10 0 24 Sep 2024
From Graphs to Qubits: A Critical Review of Quantum Graph Neural Networks Andrea Ceschini Francesco Mauro Francesca De Falco A. Sebastianelli A. Verdone A. Rosato Bertrand Le Saux Massimo Panella Paolo Gamba Silvia Liberata Ullo GNN AI4CE 131 4 0 12 Aug 2024
Graph Neural Networks on Quantum Computers Yidong Liao Xiao-Ming Zhang Chris Ferrie GNN 111 6 0 27 May 2024
Optimizing Quantum Convolutional Neural Network Architectures for Arbitrary Data Dimension Changwon Lee Israel F. Araujo Dongha Kim Junghan Lee Siheon Park Ju-Young Ryu Daniel K. Park 122 3 0 28 Mar 2024
A unifying primary framework for quantum graph neural networks from quantum graph states Ammar Daskin GNN 163 2 0 20 Feb 2024
Equivariance Is Not All You Need: Characterizing the Utility of Equivariant Graph Neural Networks for Particle Physics Tasks S. Thais D. Murnane AI4CE 103 6 0 06 Nov 2023
A hybrid quantum-classical fusion neural network to improve protein-ligand binding affinity predictions for drug discovery L. Domingo M. Chehimi S. Banerjee S. H. Yuxun S. Konakanchi L. Ogunfowora S. Roy S. Selvaras M. Djukic C. Johnson AI4CE 113 9 0 06 Sep 2023
Financial Fraud Detection using Quantum Graph Neural Networks Nouhaila Innan Abhishek Sawaika Ashim Dhor Siddhant Dutta Sairupa Thota Husayn Gokal Nandan Patel Muhammad Al-Zafar Khan Ioannis Theodonis Muhammad Shafique GNN 92 66 0 03 Sep 2023
Quantum Graph Learning: Frontiers and Outlook Shuo Yu Ciyuan Peng Yingbo Wang Ahsan Shehzad Xiwei Xu Edwin R. Hancock AI4CE 105 7 0 02 Feb 2023
Quantum anomaly detection in the latent space of proton collision events at the LHC Kinga Anna Wo'zniak Vasilis Belis E. Puljak Panagiotis Kl Barkoutsos Günther Dissertori Michele Grossi M. Pierini F. Reiter I. Tavernelli S. Vallecorsa 99 45 0 25 Jan 2023
Classical versus Quantum: comparing Tensor Network-based Quantum Circuits on LHC data Jack Y. Araz M. Spannowsky 169 14 0 21 Feb 2022
From Quantum Graph Computing to Quantum Graph Learning: A Survey Yehui Tang Junchi Yan Hancock Edwin GNN 122 10 0 19 Feb 2022
Towards Quantum Graph Neural Networks: An Ego-Graph Learning Approach Xing Ai Zhihong Zhang Luzhe Sun Junchi Yan Edwin R. Hancock GNN 175 12 0 13 Jan 2022
The Tracking Machine Learning challenge : Throughput phase S. Amrouche L. Basara P. Calafiura D. Emeliyanov Victor Estrade ... E. Moyse Mathis Reymond A. Salzburger Andrey Ustyuzhanin J. Vlimant 294 35 0 03 May 2021