Quantum Long Short-Term Memory (QLSTM) vs Classical LSTM in Time Series
Forecasting: A Comparative Study in Solar Power Forecasting

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Quantum Long Short-Term Memory (QLSTM) vs Classical LSTM in Time Series Forecasting: A Comparative Study in Solar Power Forecasting

Frontiers of Physics (Front. Phys.), 2023

25 October 2023

Saad Zafar Khan

Nazeefa Muzammil

Syed Mohammad Hassan Zaidi

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Papers citing "Quantum Long Short-Term Memory (QLSTM) vs Classical LSTM in Time Series Forecasting: A Comparative Study in Solar Power Forecasting"

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Title
Q-DPTS: Quantum Differentially Private Time Series Forecasting via Variational Quantum Circuits Chi-Sheng Chen Samuel Yen-Chi Chen AI4TS 71 0 0 07 Aug 2025
Benchmarking Quantum and Classical Sequential Models for Urban Telecommunication Forecasting Chi-Sheng Chen Samuel Yen-Chi Chen Yun-Cheng Tsai 32 0 0 06 Aug 2025
A Privacy-Preserving Federated Framework with Hybrid Quantum-Enhanced Learning for Financial Fraud Detection Abhishek Sawaika Swetang Krishna Tushar Tomar Durga Pritam Suggisetti Aditi Lal Tanmaya Shrivastav Nouhaila Innan Muhammad Shafique FedML 72 4 0 15 Jul 2025
Comparative Analysis of QNN Architectures for Wind Power Prediction: Feature Maps and Ansatz ConfigurationsIEEE Computer Society Annual Symposium on VLSI (VLSI), 2025 Batuhan Hangün Emine Akpinar Oguz Altun Ö. Eyecioğlu 60 1 0 31 May 2025
Quantum RNNs and LSTMs Through Entangling and Disentangling Power of Unitary Transformations Ammar Daskin 148 1 0 10 May 2025
Toward Practical Quantum Machine Learning: A Novel Hybrid Quantum LSTM for Fraud Detection Rushikesh Ubale Sujan K.K. Sangram Deshpande Gregory T. Byrd 191 3 0 30 Apr 2025
Quantum-Assisted Machine Learning Models for Enhanced Weather Prediction Saiyam Sakhuja Shivanshu Siyanwal Abhishek Tiwari Britant Savita Kashyap 196 3 0 30 Mar 2025