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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
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Blog Post number 4
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Blog Post number 3
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Blog Post number 1
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publications
Magnetohydrodynamics Thermosolutal Convection of Hybrid MWCNT-Fe₃O₄-Water Nanofluid along a Vertical Wavy Surface with Wall Heat and Mass Flux
This entry is superseded by /publication/pdea2024_mhd.
Empowering Meta-analysis: Leveraging Large Language Models for Scientific Synthesis
Jawad Ibn Ahad, Rafeed Mohammad Sultan, Abraham Kaikobad, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman
✅ Accepted at IEEE International Conference on Big Data 2024
BanglaDialecto: An End-to-End AI-Powered Regional Speech Standardization
Md Nazmus Sadat Samin*, Jawad Ibn Ahad*, Tanjila Ahmed Medha, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman
✅ Accepted at IEEE International Conference on Big Data 2024 · (* Equal Contribution)
Machine Learning-driven Predictive Modeling of Magnetohydrodynamic Double Diffusion of Non-Newtonian Hybrid Ferrofluids with Variable Thermophysical Properties within Corrugated Cylinders
Jawad Ibn Ahad, Md Mamun Molla, Sadia Siddiqa, Sahrish Batool Naqvi
✅ Published in Engineering Applications of Artificial Intelligence 2025 (Elsevier, Q1, Impact Factor: 8.0)
📄 Paper: ScienceDirect · DOI: 10.1016/j.engappai.2024.109455
Beyond Labels: Aligning Large Language Models with Human-like Reasoning
Muhammad Rafsan Kabir, Rafeed Mohammad Sultan, Ihsanul Haque Asif, Jawad Ibn Ahad, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman
✅ Accepted at ICPR 2025 (27th International Conference on Pattern Recognition)
CFD and Machine Learning-based Predictive Modeling of Natural Convection in Non-Newtonian Nano-encapsulated Phase Change Material
This entry is superseded by /publication/appliedthermal2025_cfd.
CFD and Machine Learning-based Predictive Modeling of Natural Convection in Non-Newtonian Nano-encapsulated Phase Change Material within an Enclosure with a Corrugated Heated Cylinder
Md Mejbah Ullah Chowdhury, Jawad Ibn Ahad, Md Mamun Molla, Preetom Nag, Azad Rahman
✅ Published in Applied Thermal Engineering 2025 (Elsevier, Q1, Impact Factor: 6.9)
📄 Paper: ScienceDirect · DOI: 10.1016/j.applthermaleng.2025.127240
Bidirectional Reasoning Supervision for Multilingual Financial Decision Making
Muhammad Rafsan Kabir, Jawad Ibn Ahad, Robin Krambroeckers, Silvia Ahmed, M M Lutfe Elahi, Nabeel Mohammed, Shafin Rahman
✅ Accepted at EMNLP 2025 (Industry Track) · Pages 1576–1587, Suzhou, China
AutoDSPy: Automating Modular Prompt Design with Reinforcement Learning for Small and Large Language Models
Nafew Azim, Abrar Ur Alam, Hasan Bin Omar, Abdullah Mohammad Muntasir Adnan Jami, Jawad Ibn Ahad, Muhammad Rafsan Kabir, Md. Ismail Hossain, Fuad Rahman, Mohammad Ruhul Amin, Shafin Rahman, Nabeel Mohammed
✅ Accepted at EMNLP 2025 Industry Track · Pages 2881–2896 · November 4–9, 2025, Suzhou, China
Graph-enhanced deep learning for diabetic retinopathy diagnosis: A quality-aware and uncertainty-driven approach
Zarin Akter, Jawad Ibn Ahad, Md. Mutasim Farhan, Riasat Khan
✅ Published in PLOS Computational Biology (Q1, Open Access)
LAET: A Layer-Wise Adaptive Ensemble Tuning Framework for Pretrained Language Models
Jawad Ibn Ahad, Muhammad Rafsan Kabir, Robin Krambroeckers, Sifat Momen, Nabeel Mohammed, Shafin Rahman
✅ Accepted at IEEE International Conference on Big Data 2025
Dynamic Temperature Scheduler for Knowledge Distillation
Sibgat Ul Islam, Jawad Ibn Ahad, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman
✅ Accepted at IEEE International Conference on Big Data 2025
Figures as Evidence: Multi-Image Scientific Generation
Jawad Ibn Ahad*, Mritunjoy Chakraborty*, Fuad Rahman, Sifat Momen, Shafin Rahman, Nabeel Mohammed
✅ Accepted at 20th International Conference on Document Analysis and Recognition (ICDAR 2026)
Beyond Real Weights: Hypercomplex Representations for Stable Quantization
Jawad Ibn Ahad, Maisha Rahman, Amrijit Biswas, Muhammad Rafsan Kabir, Robin Krambroeckers, Sifat Momen, Nabeel Mohammed, Shafin Rahman
✅ Accepted at IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2026
GE-ViP: Graph-enhanced Vision Pipeline for Weakly Supervised Histopathology Slide Analysis
Maisha Rahman*, Jawad Ibn Ahad*, Md. Mehedi Hassan, Golam Moursalin, Sifat Momen
✅ Published in Neurocomputing 679 (2026) 133230 (Elsevier, Q1)
PANCHINI: Predictive Analytics for Child Marriage in Bangladesh Using Machine Learning Insights
Jawad Ibn Ahad, Zarin Akter, Shahriyar Zaman Ridoy, Sifat Momen
Submitted to Array, Elsevier (Impact Factor: 4.5).
teaching
Undergraduate Teaching Assistant
Undergraduate, Mathematics and Physics, North South University, 2022
Jan 2022 – Jul 2024
Graduate Teaching Assistant
Graduate, Electrical and Computer Engineering, North South University, 2025
Jan 2025 – Present
Lecturer (Contractual)
Undergraduate, Computer Science and Engineering, Daffodil International University, 2025
Feb 2025 – Aug 2025