Skip to content
DraconiticResearch
Search Sources API
203,948 studies31 sourcesUpdated 1 h ago
Peer-reviewedCC BY-NC-ND 4.0Scientific Reports

HQDeTransformer: hybrid quantum denoising Transformer for time series forecasting

  • Seon-Geun Jeong
  • Kyeong-Hwan Moon
  • Won-Joo Hwang
Open at sourcePDFDOICite

Related

  1. Hybrid SEIR Temporal Fusion Transformer Framework with SHAP Analysis for Interpretable Pandemic Forecasting
    Ashish Anton Abraham, Gopi Krishnan R, Aiswarya Anil Nair +2
    arXivPreprintCC BY-NC-SA 4.0Full textStatistical & nonlinear physicsarXiv
  2. A Hybrid Framework for Air Pollution Forecasting using DSES, DLA, Self-Attention Transformer, and BiGRU with Bayesian Optimization
    Talabathula Jayanth, A. Manimaran, S. Srinivas
    Scientific ReportsPeer-reviewedCC BYFull textEnvironmental science & pollutionDOAJ
  3. Short-term solar flare forecasting with a hybrid ConvNeXtV2 and transformer–temporal convolutional network
    Mingjian Zheng, Xu Xiong, Hui Li
    Frontiers in Astronomy and Space SciencesPeer-reviewedCC BYFull textSolar & stellar physicsDOAJ
  4. A Fast Denoising Dataset-Generation Method for Ground Penetrating Radar Based on a Transformer Network Constrained by an Underground Clutter Physical Model
    Yuxuan Wu, Xiaole Ma, Feng Shen +1
    Sensors (Basel, Switzerland)Peer-reviewedCC BYFull textEurope PMC
  5. Xaurora: Generative Weather Forecasting with Denoising Stochastic Interpolants from a Foundation Model Prior
    Eliot Walt, Miltiadis Kofinas, Nikolaj Mücke +2
    arXivPreprintCC BY 4.0Full textAtmospheric science & meteorologyarXiv

Cite

BibTeXRIS
BibTeX
@article{jeong2026hqdetransformer,
  title = {{HQDeTransformer: hybrid quantum denoising Transformer for time series forecasting}},
  author = {Seon-Geun Jeong and Kyeong-Hwan Moon and Won-Joo Hwang},
  journal = {Scientific Reports},
  year = {2026},
  month = oct,
  doi = {10.1038/s41598-026-55221-5},
  url = {https://www.nature.com/articles/s41598-026-55221-5},
  note = {CC BY-NC-ND 4.0},
}
RIS
TY  - JOUR
TI  - HQDeTransformer: hybrid quantum denoising Transformer for time series forecasting
AU  - Seon-Geun Jeong
AU  - Kyeong-Hwan Moon
AU  - Won-Joo Hwang
PY  - 2026
DA  - 2026/10/01
JO  - Scientific Reports
DO  - 10.1038/s41598-026-55221-5
UR  - https://www.nature.com/articles/s41598-026-55221-5
SN  - 2045-2322
ER  -