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Muhammad Bilal Akram Dastagir

3 papers hereh-index 326 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • quant-ph2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedQuantum-Inspired Reinforcement Learning for Secure and Sustainable AIoT-Driven Supply Chain Systems

1 citations · 1 across the 2 of their papers we have counts for

collaborators

3 papers

quant-ph2026

BARFI-Q: Quantum-Enhanced Block Attention Residual Fusion Framework for Multivariate Time-Series Forecasting in Atom Interferometry

Muhammad Bilal Akram Dastagir, Omer Tariq, Safaa Alqrinawi +3

Atom interferometry generates heterogeneous multivariate temporal streams governed by phase evolution, fringe dynamics, control variables, and auxiliary sensing measurements. Accur…

cs.LG2026★ 1 cited

Quantum-Inspired Reinforcement Learning for Secure and Sustainable AIoT-Driven Supply Chain Systems

Muhammad Bilal Akram Dastagir, Omer Tariq, Shahid Mumtaz +2

Modern supply chains must balance high-speed logistics with environmental impact and security constraints, prompting a surge of interest in AI-enabled Internet of Things (AIoT) sol…

quant-ph2025

QSCL-EWIL: Quantum Stochastic Contrast Learning for Enhanced WiFi-Based Indoor Localization

Muhammad Bilal Akram Dastagir, Omer Tariq, Dongsoo Han +3

WiFi-based indoor localization is essential for asset tracking, healthcare monitoring, and smart buildings. However, existing systems face challenges such as data variability, envi…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.