Md. Ashraful Babu

Assistant Professor, Department of Physical Sciences, Independent University, Bangladesh

Joined

May 2025

Names

Md. Ashraful Babu (Preferred)

Emails

****@gmail.com (Confirmed)

****@iub.edu.bd (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Department of Physical Sciences, Independent University, Bangladesh (iub.edu.bd)

2018 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

deep learning

scientific machine learning

optimization

machine learning

Present

Publications

DeepLLR-CUSUM: Sequential Change Detection with Learned Log-Likelihood Ratios for Site Reliability Engineering
Nadim Ahmed, Md. Mahmudul Hasan, Md. Ashraful Babu, Md Mortuza Ahmmed, M. Mostafizur Rahman, Mufti Mahmud
- 5th Muslims in ML Workshop co-located with NeurIPS 2025
- Readers: Everyone
Stabilizing the Kuramoto–Sivashinsky Equation Using Deep Reinforcement Learning with a DeepONet Prior
Nadim Ahmed, Md. Ashraful Babu, Md Mortuza Ahmmed, M Mostafizur Rahman, Mufti Mahmud
- 4th Muslims in ML Workshop co-located with ICML 2025 Poster
- Readers: Everyone
PhraseNet : AI Driven Semantic Analysis for Keyphrase Generation on News Documents
Mejbah Ahammad, Abdus Salam, Md. Ashraful Babu
- ICCA 2024
- Readers: Everyone
Explainable Gated Recurrent Unit with Hybrid Attention and Memory-Augmented Network for Cell Types Classification in Alzheimer's Disease Using Single-Nucleus Transcriptomics
Mejbah Ahammad, Md. Ashraful Babu, Md. Mortuza Ahmmed, M. Mostafizur Rahman, Mufti Mahmud
- BI (1) 2024
- Readers: Everyone
Statistical exploration and projection of SDG-3 in Bangladesh through DHS: a study on data-driven perspectives using logistic regression
Md. Mortuza Ahmmed, Md. Ashraful Babu, Shalini Puri
- ICMLDE 2023
- Readers: Everyone
Health Effects of Digital Device Usage on Students during Covid-19 in Bangladesh: A Statistical Approach
Md. Ashraful Babu, Srikanta Kumar Mohapatra, Md. Mortuza Ahmmed, Abu Sayeed Arif, M. Mesbahuddin Sarker, Jayashree Mohanty
- ICCCNT 2023
- Readers: Everyone
COVID-19 and Sustainable Development Goals: Bangladesh perspective
Md. Mortuza Ahmmed, Md. Ashraful Babu
- Int. J. Adv. Oper. Manag. 2022
- Readers: Everyone

Md. Ashraful Babu

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

DeepLLR-CUSUM: Sequential Change Detection with Learned Log-Likelihood Ratios for Site Reliability Engineering

Stabilizing the Kuramoto–Sivashinsky Equation Using Deep Reinforcement Learning with a DeepONet Prior

PhraseNet : AI Driven Semantic Analysis for Keyphrase Generation on News Documents

Explainable Gated Recurrent Unit with Hybrid Attention and Memory-Augmented Network for Cell Types Classification in Alzheimer's Disease Using Single-Nucleus Transcriptomics

Statistical exploration and projection of SDG-3 in Bangladesh through DHS: a study on data-driven perspectives using logistic regression

Health Effects of Digital Device Usage on Students during Covid-19 in Bangladesh: A Statistical Approach

COVID-19 and Sustainable Development Goals: Bangladesh perspective

Co-Authors