Hybrid Quantum Neural Networks

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Quantum Machine LearningQuantum ComputingQuantum Approximate Optimization AlgorithmVariational Quantum CircuitsQuantum Neural NetworksQuantum Circuit SimulationQuantum Error CorrectionN$-Qubit Stabilizer States

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Period ending 2026-09-21

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Period ending 2026-09-14

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Period ending 2026-09-07

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65 papers

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  1. Recursive Quantum Long Short-Term Memory for Stable Short-Horizon Temperature Forecasting

    Sep 17, 2026Mu-En Lee, Yen-Ku Liu, Samuel Yen-Chi Chen +1Hybrid Quantum Neural NetworksBidirectional Long Short-Term Memory

  2. Hybrid Variational Quantum Circuits for Multivariate Regression and High-Dimensional Data Reconstruction

    Sep 15, 2026Koffi Ognandon Ayena, Frédéric Holweck, Serge Iovleff +1Variational Quantum CircuitsHybrid Quantum Neural Networks

  3. QTrans: A Quantum Transformer for Sentiment Classification

    Sep 14, 2026Ren-Xin Zhao, Xinjie Huang, Yahong Liu +4Hybrid Quantum Neural NetworksSentiment Analysis

  4. Coherent Floquet quantum reservoirs for molecular property prediction

    Sep 10, 2026Luofei Wang, Da Zhang, Congren Wang +5Reservoir ComputingHybrid Quantum Neural Networks

  5. Hybrid Quantum-Classical NLP Classification with Compact Semantic Representations: An Experimental Analysis of Representation Compression

    Sep 9, 2026Ali Hassan, Zijia Zhao, Maha A. MetaweiHybrid Quantum Neural NetworksQuantum Machine Learning

  6. A hybrid quantum-classical neural network for learning to route

    Aug 31, 2026Marcus Rolf Peter Ritt, Alexsandro Santos da Rosa Júnior, Marcos Vinicius Reballo +2Hybrid Quantum Neural NetworksQuantum Advantage

  7. Quantum-Classical Physics-Informed Kolmogorov-Arnold Networks for Solving Fuzzy Differential Equations

    Aug 9, 2026Xiang Rao, Yuxuan ShenHybrid Quantum Neural NetworksKolmogorov-Arnold Networks

  8. Investigating Quantum-Embedded Transformers on Classical Datasets for Cross-Modality Classification

    Aug 7, 2026Hao-Yuan ChenHybrid Quantum Neural NetworksMultimodal Classification

  9. Hybrid Quantum Neural Networks: Theory, Implementations, and Applications

    Aug 2, 2026Léo Monbroussou, Maniraman Periyasamy, Viacheslav Kuzmin +4Quantum Neural NetworksHybrid Quantum Neural Networks

  10. Adaptive Quantum Physics-Informed Neural Networks for Differential Equations with Applications to Fluid Dynamics

    Aug 1, 2026Fabio Pereira dos Santos, Renato Portugal, Júlio de Castro Vargas Fernandes +1Conventional Physics-Informed Neural NetworksHybrid Quantum Neural Networks

  11. Hybrid Quantum CNN for Cross-Sensor Spaceborne Volcanic Thermal Activity Recognition Worldwide

    Jul 29, 2026Claudia Corradino, Federica Torrisi, Alessandro Grilli +5Hybrid Quantum Neural NetworksOrogenic Au

  12. Variational Quantum Conditional Boltzmann Machines for Time-Series Forecasting: Architectures, Symmetric Hyperparameter Evaluation, and a Nonlinear Benchmark

    Jul 27, 2026Gerhard Hellstern, Danyal Maheshwari, Martin Zaefferer +2Hybrid Quantum Neural NetworksReservoir Computing

  13. Do emulated quantum circuits change what CNNs look at? Performance and explainability comparison in medical image classification

    Jul 23, 2026Guillermo Rubiños Rodríguez, Martín Ottavianelli, Mateo Alonso +4Hybrid Quantum Neural NetworksQuantum Circuit Simulation

  14. Tensor Network Machine Learning for Wildfire Susceptibility Mapping: from Grokking Dynamics to Quantum Mixedness of Class Representations

    Jul 21, 2026Domenico Pomarico, Alessandra Costantino, Gabriel Ramirez Sanchez +12Wildfire PredictionTensor Networks

  15. A Quantum-Classical Hybrid Framework for Multivariate Time-Series Forecasting Complexity-Fidelity Trade-offs and Limitations

    Jul 17, 2026Sanjay Chakraborty, Fredrik HeintzHybrid Quantum Neural NetworksMultivariate Time Series Forecasting

  16. PQFA: Parallel Quantum Feature Augmentation of Fused Representations for Multimodal Classification

    Jul 15, 2026Mingzhu Wang, Yun ShangMultimodal ClassificationHybrid Quantum Neural Networks

  17. VQCSim: When Does Compile-Once Statevector Simulation Beat Generic Quantum Frameworks?

    Jul 13, 2026Anton Firc, Martin Perešíni, Vojtěch Mrázek +7Variational Quantum CircuitsHybrid Quantum Neural Networks

  18. An End-to-End Hybrid Quantum--Classical Sampling Workflow for Discrete Markov Random Fields: A Reproducible Case Study

    Jul 10, 2026Arul Rhik MazumderMarkov Chain Monte CarloHybrid Quantum Neural Networks

  19. Quantum-Enhanced Synthetic Data Generation Using Quantum Circuit Born Machines for Imbalanced Tabular Learning

    Jul 10, 2026Tanapol Nuatho, Narisorn Sangnakara, Prapong Prechaprapranwong +1OversamplingSynthetic Data

  20. QCNN with Rough Path Signature Kernels

    Jul 8, 2026Leonardo Nogueira Falabella, Vasily SazonovHybrid Quantum Neural NetworksQuantum Neural Networks

  21. Image classification via a quantum-inspired strategy involving a mixture of experts

    Jul 8, 2026Kumari Jyoti, Rohith Babu, Apoorva D. PatelHybrid Quantum Neural NetworksImage Classification

  22. An Hybrid Quantum-Classical Diffusion Model for Image Generation

    Jul 8, 2026Qipeng Qian, Keli Deng, Yuntao QianHybrid Quantum Neural NetworksDiscrete Diffusion Model

  23. Canonical quantization of neurons

    Jul 6, 2026Alexander He, Nana Liu, Mark M. WildeHybrid Quantum Neural NetworksN$-Qubit Stabilizer States

  24. Hybrid quantum-classical neural network for sentiment analysis

    Jul 2, 2026Giacomo Cappiello, Filippo Caruso, Xing Liang +1Hybrid Quantum Neural NetworksQuantum Machine Learning

  25. IonSense-QKG: A Quantum-Readiness Metadata Framework for Lithium-Ion Battery Dataset Discovery

    Jul 1, 2026Sakthi Prabhu Gunasekar, Prasanna Kumar RangarajanLithium-Ion BatteriesHybrid Quantum Neural Networks

  26. Exploring the Effects of Entanglement on Quantum Machine Learning of Pathogen Epitope-Receptor Binding

    Jun 27, 2026Aspen Erlandsson Brisebois, Luis Pablo Gonzalez Dominguez, Shivansi Prajapati +8Quantum Machine LearningHybrid Quantum Neural Networks

  27. Parameter-Efficient Continuous-Variable Photonic Quantum Neural Networks for Edge Quantum AI: Demonstration in Oral Cancer Detection

    Jun 26, 2026Akshay Bhagwan Sonawane, Sophie Choe, Lakshman TamilHybrid Quantum Neural NetworksQuantum Machine Learning

  28. Quantum Dynamic Time Warping for Multivariate Time Series Classification

    Jun 26, 2026Diego Alvarez-Estevez, Alejandro Mayorga-Redondo, Eduardo Mosqueira-ReyHybrid Quantum Neural NetworksQuantum Kernels

  29. Quantum CT via Dynamic Interval Encoding and Prior-Balanced QUBO Reconstruction

    Jun 23, 2026Ao Wang, Yikuang Yuluo, Yujie Liu +7TomographyQuantum Approximate Optimization Algorithm

  30. Mitigating Measurement-Induced Training Instability in Hybrid Quantum Neural Networks for Protein Classification

    Jun 21, 2026Milton Mondal, Sushovan Chanda, Mohamad Mahdi Alawieh +6Hybrid Quantum Neural NetworksLogit Lens

  31. QeHDC: Hyperdimensional Computing based on Quantum-enhanced binding and SuperClass Construction

    Jun 21, 2026Yangjie Xu, Hui Huang, Li Ning +1Hybrid Quantum Neural NetworksQuantum Error Correction

  32. A Hybrid Quantum-Classical Approach for Melt Pool Prediction in Laser Powder Bed Fusion

    Jun 17, 2026Matthew M. Sato, Kincho H. LawHybrid Quantum Neural NetworksAdditive Manufacturing

  33. Quantum-classical hybrid models based on error correction for time series forecasting

    Jun 13, 2026Jonathan H. A. de Carvalho, Filipe C. de L. Duarte, Fernando M. de Paula Neto +1Hybrid Quantum Neural NetworksLoad Forecasting

  34. Hybrid Classical-Quantum (HCQ) Alzheimer's Classification via Supervised ββ-VAE and Quantum Kernels

    Jun 12, 2026Tia Tiwari, Vamshi Krishna Kancharla, Neelam SinhaHybrid Quantum Neural NetworksQuantum Kernels

  35. Hybrid Classical-Quantum Variational Autoencoder for Neural Topic Modeling

    Jun 11, 2026Ivan KankeuHybrid Quantum Neural NetworksQuantum Computing

  36. Analog Quantum Asynchronous Event-Based Graph Neural Network

    Jun 9, 2026Kristian Sotirov, Shaheen Acheche, Antonio A. Gentile +1Quantum ComputingHybrid Quantum Neural Networks

  37. Quantum-Enhanced Similarity Measures for Polarimetric Materials Classification

    Jun 5, 2026Sara Shojaei, Seyed Mohamad Ali Tousi, Emma Bennett +6Hybrid Quantum Neural NetworksPolarization

  38. Deployed trusted-node quantum key distribution over 300 km with a multi-core fiber access link

    Jun 4, 2026Martin Clason, Joakim Argillander, Didrik Bergström +8Post-Quantum CryptographyDiffie-Hellman

  39. QPredSGG: Hybrid Quantum Predicate Learning for Long-Tailed Scene Graph Generation

    Jun 3, 2026Prerana Ramkumar, Nouhaila Innan, Muhammad ShafiqueHierarchical 3D Scene GraphsHybrid Quantum Neural Networks

  40. Quantum Algorithm for Distributed Reduction of Entanglements (QADR): A Trainable and Simulation-Efficient QML Framework

    May 31, 2026Syed Farhan Ahmad, Gregory T. ByrdVariational Quantum CircuitsQuantum Machine Learning

  41. Accelerating physics-informed neural networks for full waveform inversion using a hybrid quantum-classical finite-basis architecture

    May 31, 2026Hoang Anh Nguyen, Divakar Vashisth, Ali TuraConventional Physics-Informed Neural NetworksHybrid Quantum Neural Networks

  42. Latent-Conditioned Parameterized Quantum Circuits as Universal Approximators for Distributions over Quantum States

    May 27, 2026Quoc Hoan Tran, Koki Chinzei, Yasuhiro Endo +1Quantum Machine LearningHybrid Quantum Neural Networks

  43. Hybrid Quantum-Classical Corrective Diffusion Modeling for Meteorological Downscaling

    May 22, 2026Rui Wang, Edoardo Pasetto, Amer Delilbasic +3Dynamical DownscalingHybrid Quantum Neural Networks

  44. Enhancing Blood Cells Classification using Hybrid Quantum Neural Networks

    May 22, 2026Guilherme Cruz, Nouhaila Innan, Alberto Marchisio +2Hybrid Quantum Neural NetworksQuantum Computing

  45. Q-PhotoNAS: Hybrid Quantum Neural Architecture Search Framework on Photonic Devices

    May 21, 2026Farah Elnakhal, Alberto Marchisio, Nouhaila Innan +2Hybrid Quantum Neural NetworksQuantum Machine Learning

  46. Q-SYNTH: Hybrid Quantum-Classical Adversarial Augmentation for Imbalanced Fraud Detection

    May 20, 2026Adam Innan, Mansour El Alami, Nouhaila Innan +2Hybrid Quantum Neural NetworksFraud Detection

  47. Hybrid Quantum-Classical Neural Architecture Search

    May 18, 2026Alberto Marchisio, Muhammad Kashif, Nouhaila Innan +1Hybrid Quantum Neural NetworksNeural Architecture Search

  48. QuChaTeR: A Hybrid Quantum-Chaotic Temporal Framework for Earthquake Prediction

    May 14, 2026Emir Kaan ÖzdemirHybrid Quantum Neural NetworksFull Waveform Inversion

  49. Hybrid Quantum-MambaVision: A Quantum-enhanced State Space Model for Calibrated Mixed-type Wafer Defect Detection

    May 13, 2026Satwik Sai Prakash Sahoo, Jyoti Prakash Sahoo, Ting Wang +1Hybrid Quantum Neural NetworksScalable Defect Detection

  50. Neural Quantum Spectral Operator Learning for Solving Partial Differential Equations

    May 12, 2026Chanyoung Kim, Myeonghwan Seong, Yujin Kim +2Variational Quantum CircuitsHybrid Quantum Neural Networks

  51. Quantum Circuit Simulation of Compartmental Drug Dynamics: Leveraging Variational Algorithms for Nonlinear Mixed-Effects Population Pharmacokinetics

    May 10, 2026Isshaan Singh, Nandan PatelHybrid Quantum Neural NetworksQuantum Circuit Simulation

  52. A Quantum Inspired Variational Kernel and Explainable AI Framework for Cross Region Solar and Wind Energy Forecasting

    May 9, 2026Pavan Manjunath, Thomas PruferEnergy ForecastingSolar

  53. Medical Imaging Classification with Cold-Atom Reservoir Computing using Auto-Encoders and Surrogate-Driven Training

    May 7, 2026Nuno Batista, Ana Morgado, Oscar Ferraz +3Hybrid Quantum Neural NetworksReservoir Computing

  54. Measuring Accuracy and Energy-to-Solution of Quantum Fine-Tuning of Foundational AI Models

    May 4, 2026Oliver Knitter, Sang Hyub Kim, Maximilian Wurzer +7Hybrid Quantum Neural NetworksQuantum Computing

  55. HQ-UNet: A Hybrid Quantum-Classical U-Net with a Quantum Bottleneck for Remote Sensing Image Segmentation

    Apr 29, 2026Md Aminur Hossain, Ayush V. Patel, Ikshwaku Vanani +1Hybrid Quantum Neural NetworksRemote Sensing Image Segmentation

  56. On the Complementarity of Quantum and Classical Features: Adaptive Hybrid Quantum-Classical Feature Fusion for Breast Cancer Classification

    Apr 24, 2026Yasmin Rodrigues Sobrinho, João Renato Ribeiro Manesco, João Paulo PapaHybrid Quantum Neural NetworksMammography

  57. Replay-buffer engineering for noise-robust quantum circuit optimization

    Apr 23, 2026Akash Kundu, Sebastian FeldQuantum Circuit SimulationHybrid Quantum Neural Networks

  58. Benchmarking Quantum Kernel Support Vector Machines Against Classical Baselines on Tabular Data: A Rigorous Empirical Study with Hardware Validation

    Apr 20, 2026Siavash Kakavand, Christoph Strohmeyer, Michael SchlotterQuantum KernelsHybrid Quantum Neural Networks

  59. Hybrid Quantum Neural Networks for Enhanced Breast Cancer Thermographic Classification: A Novel Quantum-Classical Integration Approach

    Apr 18, 2026Riza Alaudin Syah, Irwan Alnarus Kautsar, Gunawan Witjaksono +1Hybrid Quantum Neural NetworksMammography

  60. Discovering quantum phenomena with Interpretable Machine Learning

    Apr 17, 2026Paulin de Schoulepnikoff, Hendrik Poulsen Nautrup, Hans J. Briegel +1Quantum Machine LearningHybrid Quantum Neural Networks