Muhammad Kashif

Shah Abdul Latif University — Pakistan

Computer Science · Physical Sciences

14h-index605citations67works4.62yr avg
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Research Topics

Quantum Computing Algorithms and Architecture(30), Quantum Information and Cryptography(13), Neural Networks and Reservoir Computing(11), Neural Networks and Applications(9), Advancements in Semiconductor Devices and Circuit Design(9)

Publications66 total

A Comprehensive Physicochemical Analysis Focusing on the Characterization and Stability of Valsartan Silver Nano-Conjugates
International Journal of Molecular Sciences·2026Open Access
FAQNAS: FLOPs-aware Hybrid Quantum Neural Architecture Search using Genetic Algorithm
arXiv (Cornell University)·2025Open Access
A comparative analysis and noise robustness evaluation in quantum neural networks
Scientific Reports·2025· 7 citedOpen Access
PennyCoder: Efficient Domain-Specific LLMs for PennyLane-Based Quantum Code Generation
2025Open Access
QUAV: Quantum-Assisted Path Planning and Optimization for UAV Navigation with Obstacle Avoidance
arXiv (Cornell University)·2025Open Access
Next-Generation Quantum Neural Networks: Enhancing Efficiency, Security, and Privacy
2025· 9 citedOpen Access
Deep quanvolutional neural networks with enhanced trainability and gradient propagation
Scientific Reports·2025· 3 citedOpen Access
Position Paper: Quantum Neural Networks - A Paradigm Shift in AI or a Theoretical Promise?
2025
Noisy HQNNs: A Comprehensive Analysis of Noise Robustness in Hybrid Quantum Neural Networks
2025· 3 cited
QHackBench: Benchmarking Large Language Models for Quantum Code Generation Using PennyLane Hackathon Challenges
arXiv (Cornell University)·2025Open Access
Computational Advantage in Hybrid Quantum Neural Networks: Myth or Reality?
2025· 14 cited
Noisy HQNNs: A Comprehensive Analysis of Noise Robustness in Hybrid Quantum Neural Networks
arXiv (Cornell University)·2025Open Access
PennyLang: Pioneering LLM-Based Quantum Code Generation with a Novel PennyLane-Centric Dataset
arXiv (Cornell University)·2025Open Access
NRQNN: The Role of Observable Selection in Noise-Resilient Quantum Neural Networks
arXiv (Cornell University)·2025Open Access
AI Meets Blockchain: A Secure Privacy Preserved Framework for IoT Devices Using Blockchain
2025
Quantum Neural Networks: A Comparative Analysis and Noise Robustness Evaluation
arXiv (Cornell University)·2025· 3 citedOpen Access
Studying the Impact of Quantum-Specific Hyperparameters on Hybrid Quantum-Classical Neural Networks
Communications in computer and information science·2025· 7 cited
An End to End Wearable Device and System for Indefinite, Continuous, Real Time Gesture Recognition of Directional and Shape-Based Arm Gestures
IEEE Access·2025· 1 citedOpen Access
NRQNN: The Role of Observable Selection in Noise-Resilient Quantum Neural Networks
Communications in computer and information science·2025· 5 cited
The Dilemma of Random Parameter Initialization and Barren Plateaus in Variational Quantum Algorithms
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Muhammad Shafique(17), Muhammad Rashid(10), Alberto Marchisio(10), Saif Al‐Kuwari(8), Muhammad Waseem Anwar(6), Farooque Azam(6), Malik Imran(4), Kamila Zaman(4), Tasnim Ahmed(4), Wasi Haider Butt(2), Kübra Kalkan(2), İhsan Çiçek(2), Nouhaila Innan(2), Emman Sychiuco(2), Muhammad Abdullah Hanif(2), Muhammad Safyan(2), Sohail Sarwar(2), Atif Raza Jafri(1), Aamir Naeem(1), Kanza Gulzar(1)