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Academic Journal

FQ-GNN: FIREFLY-OPTIMIZED QUANTUM GRAPH NEURAL NETWORKS FOR CONTEXTUAL DEPRESSION DETECTION FROM SOCIAL MEDIA TEXTS.

Authors : GEETHA, R.¹ ; KUMAR, D. VIMAL²

Source: TPM: Testing, Psychometrics, Methodology in Applied Psychology. 2025 Supplement, Vol. 32, p1274-1287. 14p.

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Academic Journal

A Laplacian-based quantum graph neural networks for quantum semi-supervised learning.

Authors : Gholipour, Hamed^1,2 (AUTHOR) ; Bozorgnia, Farid³ (AUTHOR) ; Hambarde, Kailash¹ (AUTHOR)

Source: Quantum Information Processing. Apr2025, Vol. 24 Issue 4, p1-20. 20p.

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Academic Journal

Engineering Metamaterial Interface Scattering Coefficients via Quantum Graph Theory.

Authors : LAWRIE, T. M.¹; TANNER, G.¹ ; CHAPLAIN, G. J.²

Source: Acta Physica Polonica: A. Dec2023, Vol. 144 Issue 6, p486-494. 9p.

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Academic Journal

A Comparison between Invariant and Equivariant Classical and Quantum Graph Neural Networks.

Authors : Forestano, Roy T.¹ (AUTHOR) ; Comajoan Cara, Marçal² (AUTHOR) ; Dahale, Gopal Ramesh³ (AUTHOR)

Source: Axioms (2075-1680). Mar2024, Vol. 13 Issue 3, p160. 15p.

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Academic Journal

Quantum Graph Neural Network Models for Materials Search.

Authors : Ryu, Ju-Young^1,2 (AUTHOR); Elala, Eyuel^1,2 (AUTHOR); Rhee, June-Koo Kevin^1,2 (AUTHOR)

Source: Materials (1996-1944). Jun2023, Vol. 16 Issue 12, p4300. 26p.

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Academic Journal

An efficient intelligent transportation system for traffic flow prediction using meta-temporal hyperbolic quantum graph neural networks.

Authors : Rajagopal, Manikandan¹ (AUTHOR); Sivasakthivel, Ramkumar¹ (AUTHOR); Anitha, G.² (AUTHOR)

Source: Scientific Reports. 7/28/2025, Vol. 15 Issue 1, p1-21. 21p.

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Academic Journal

A Flux-Tunable Discrete Angular Filter.

Authors : Lawrie, T. M.^1,2 ; Brown, O. M.³

Source: Acta Physica Polonica: A. 2025, Vol. 148 Issue 5, pS25-S30. 6p.

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Conference

Improving Noisy Hybrid Quantum Graph Neural Networks for Particle Decay Tree Reconstruction.

Authors : Strobl, Melvin¹ ; Kuehn, Eileen¹; Fischer, Max¹

Source: EPJ Web of Conferences. 5/6/2024, Vol. 295, p1-8. 8p.

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Academic Journal

Isoscattering non-isospectral quantum graphs.

Authors : Farooq, Omer¹ (AUTHOR); Ławniczak, Michał¹ (AUTHOR); Kurasov, Pavel² (AUTHOR)

Source: Scientific Reports. 11/12/2025, Vol. 15 Issue 1, p1-9. 9p.

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Academic Journal

Do Isoscattering Graphs Must Have the Same Eigenvalues?

Authors : Ławniczak, M.¹ ; Farooq, O.¹; Bauch, S.¹

Source: Acta Physica Polonica: A. 2025, Vol. 148 Issue 5, pS9-S16. 8p.

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فلترة النتائج

FQ-GNN: FIREFLY-OPTIMIZED QUANTUM GRAPH NEURAL NETWORKS FOR CONTEXTUAL DEPRESSION DETECTION FROM SOCIAL MEDIA TEXTS.

A Laplacian-based quantum graph neural networks for quantum semi-supervised learning.

Engineering Metamaterial Interface Scattering Coefficients via Quantum Graph Theory.

A Comparison between Invariant and Equivariant Classical and Quantum Graph Neural Networks.

Quantum Graph Neural Network Models for Materials Search.

An efficient intelligent transportation system for traffic flow prediction using meta-temporal hyperbolic quantum graph neural networks.

A Flux-Tunable Discrete Angular Filter.

Improving Noisy Hybrid Quantum Graph Neural Networks for Particle Decay Tree Reconstruction.

Isoscattering non-isospectral quantum graphs.

Do Isoscattering Graphs Must Have the Same Eigenvalues?

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