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Muhammad Shafique — most-cited papers & profile · Quantum Computing
← authors
·
overview
Muhammad Shafique
39
papers ·
85
citations ·
50
h-index
New York University Abu Dhabi
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
PO-QA: A Framework for Portfolio Optimization using Quantum Algorithms
2024 · 10 citations
Investigating the Effect of Noise on the Training Performance of Hybrid Quantum Neural Networks
2024 · 9 citations
Studying the Impact of Quantum-Specific Hyperparameters on Hybrid Quantum-Classical Neural Networks
2024 · 5 citations
The Dilemma of Random Parameter Initialization and Barren Plateaus in Variational Quantum Algorithms
2024 · 5 citations
Quantum Neural Networks: A Comparative Analysis and Noise Robustness Evaluation
2025 · 3 citations
Graph-Based Bayesian Optimization for Quantum Circuit Architecture Search with Uncertainty Calibrated Surrogates
2025
QAS-QTNs: Curriculum Reinforcement Learning-Driven Quantum Architecture Search for Quantum Tensor Networks
2025
Designing Robust Quantum Neural Networks via Optimized Circuit Metrics
2024
Cutting is All You Need: Execution of Large-Scale Quantum Neural Networks on Limited-Qubit Devices
2024
Top co-authors
Muhammad Kashif
· 6
Alberto Marchisio
· 5
Emman Sychiuco
· 2
Kamila Zaman
· 2
Nouhaila Innan
· 2
Mohamed Bennai
· 1
Muhammad Abdullah Hanif
· 1
Prashant Kumar Choudhary
· 1
Rajeev Singh
· 1
Sadok Ben Yahia
· 1
Siddhant Dutta
· 1
Taoufik Said
· 1
Topics
Quantum Machine Learning
Quantum Algorithms
NISQ
Quantum Software
Variational Methods
Quantum Simulation
quant-ph
cs.AI
cs.LG
cs.NE