ELITE Research Lab

🎉 Happy Birthday to Our Research Director, Senior Associate Prof. Mashiour Rahman! 🎉

Your leadership, dedication, and commitment to academic excellence continue to inspire us every day. Wishing you good health, happiness, and continued success in all your endeavors.

With warm regards,
Elite Research Lab LLC

🎉 Excited to share our new paper published in the Remote Sensing Applications: Society and Environment Journal (Q1)! 🌍🛰️

📝 Title: Dual-Stream Deep Learning with Physics-Informed Attention for Multispectral Satellite Image Classification

👩‍🔬 Authors: Nafisa Binte Ghulam Kibria et al.

By combining a novel dual-stream architecture with a physics-informed attention mechanism, our model significantly improves accuracy and interpretability in multispectral satellite image classification—bridging the gap between pure data-driven AI and physical environmental science.
A big thank you to my co-authors and mentors for their incredible support! Check out the architecture overview below. 👇

Eid Mubarak 🌙

On this blessed occasion, may every sacrifice be rewarded, every prayer be answered, and every heart be filled with peace and happiness. Wishing warmth, love, and countless blessings to you and your family.

-Elite Research Lab LLC

🎓 Preparing for Fall 2027 US CS PhD admissions?

NextPhD Bangladesh is a selective 5-month mentorship program for Bangladeshi CS students, organized by ELITE Research Lab LLC.

Get guidance on PhD applications, research publications, professor outreach, and interview preparation — mentored by current PhD students in the USA.

Comment “PhD” or check the first comment to learn more.

ELITE Research Lab

From countless late nights to a dream opportunity at Meta - your journey is a reminder that dedication never goes unnoticed.

Congratulations to our Research Scientist, Md Kishor Morol.

Elite Research Lab LLC is truly proud of you.

A proud and memorable achievement for the entire team at Elite Research Lab LLC! 🎉

Heartiest congratulations to Maimuna Biswas Noshin, Monoronjon Dutta, Md Nadim Kaysar, Rakib Hossain Sajib, Md. Jakir Hossen, Dip Nandi, Abdullah Al Jubair, and Mashiour Rahman on the acceptance of their research publication.

This achievement reflects your dedication, teamwork, research excellence, and countless hours of hard work. Special appreciation to every author for their valuable contribution in making this milestone possible.

Wishing you all many more impactful publications, citations, and global research achievements ahead. 🌟
Together, we continue advancing innovation in healthcare and AI through Elite Research Lab LLC.

Congratulations to Rakib Hossain Sajib , Senior Research Associate at Elite Research Lab LLC, for representing research excellence at the 28th ICCIT 2025 International Conference on Computer and Information Technology. 🌍📚✨

Your dedication, innovation, and hard work continue to inspire the research community. Wishing you even greater success in the journey ahead. 🚀

Elite Research Lab LLC proudly congratulates our Research Scientist Md Kishor Morol, DrJakir Hossen and Professor Dr. Mohammad Ali Moni on the acceptance of their paper, “BRAINS: A Retrieval-Augmented Agent for Alzheimer’s Detection and Monitoring,” at MIDL 2026 - Short Papers Poster.

This achievement reflects their dedication, research excellence, and impactful contribution to medical AI. We are also delighted to celebrate all co-authors for this remarkable success. Wishing them even greater achievements ahead!

Congratulations to Dr. Md. Abdullah-Al-Jubair, Research Scientist at Elite Research Lab LLC, for crossing 500+ citations.

Your journey reminds us that consistent effort always creates lasting influence.

Elite Research Lab LLC is proud to celebrate this achievement.

Congratulations to all the authors for this achievement at the 2025 28th International Conference on Computer and Information Technology (ICCIT).

Behind this success, there is a story of late nights, hard work, patience, and strong dedication. Hy-GeneNet is not just a research paper-it is the result of teamwork, persistence, and a passion for innovation.

Wishing all authors many more impactful achievements ahead.

Moreover, congratulations Touhid Alam, Sayedur Rahman Anik, Dr. Abdullah Al Jubair , DrJakir Hossen.