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Shahid Maqsood

(He/Him)
  • Web Content Writer, Quellpress
New York
As seen in: Nature, The Times of India, Pakistan Armed Forces Medical Journal
Covers:  Tourism,travel, outdoor life, entertainment News, Tips and Tricks, blogs
Doesn't Cover: hunting, Camping, entertainment and news,
Founder of @airriflehunting and content writer @quellpress @distincbetween @bruitly flipacoinsimu.com/
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Articles by Shahid Maqsood

A vision- and forecast-informed deep reinforcement learning framework for selective hospital waste collection routing: a simulation-based decision-support study

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By Muhammad Arshad, Shahid Maqsood, Mohammed H. Alqahtani, Muzzamil Mustafa
| Nature Verified
Abstract Hospital waste threatens public health and the environment, yet it is usually collected on fixed schedules that ignore the operational state of bins, causing late pickup of high-risk streams, redundant trips, and avoidable emissions. This study develops a simulation-based decision-support framework that combines emulated IoT smart-bin monitoring with three learning components and a selective routing model.
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