CV

Education

MS in Applied Mathematics, University of Dhaka, 2019 (Exam held in 2021)
BS in Applied Mathematics, University of Dhaka, 2018 (Exam held in 2019)
HSC in Science, Notre Dame College, Dhaka, 2013

Work experience

Skills

Skill 1
Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
Skill 3

Publications

Journal Articles

Numerical simulation of discontinuously vegetated open channel flow to estimate effects of vegetation condition on flood mitigation
Journal of Hydraulic Engineering, 151(5), 06025007 (2025)
Ahmed, N., & Bangalee, Z. I.

Under-Review Journal Articles

PiPC-Net: A Physics-informed Piecewise Continuity Network for Solving the Non-linear Jerk Equation
Engineering
Ahmed, N., Awlad, M., Babu, M. A., Ahmmed, M. M., Rahman, M. M., & Mahmud, M. (2025). [Under Review]
JPNet: A multi-layered fusion deep learning architecture for the detection and classification of pests in jute crops
Mathematical Modelling and Numerical Simulation with Applications
Ahmed, N., M., Babu, M. A., Ahmmed, M. M., Rahman, M. M., & Mahmud, M. (2025). [Under Review]
Hybrid Quintic Neural Trajectory Optimizer (HyQuNeT): A hybrid learning approach to smooth and safe motion of 7-DOF robotic arms in dynamic environments
Engineering
Ahmed, N., Babu, M. A., Ahmmed, M. M., Rahman, M. M., & Mahmud, M. (2025). [Under Review]
Gated Low-Rank U-Net: An Efficient Convolutional Architecture for Brain Tumor Segmentation on Multi-Modal MRI
Bioengineering
Ahmed, N., Babu, M. A., Ahmmed, M. M., Rahman, M. M., & Mahmud, M. (2025). [Under Review]

Conference Papers

Stabilizing the Kuramoto–Sivashinsky equation using deep reinforcement learning with a DeepONet prior
ICML 2025, Vancouver, Canada
Ahmed, N., Babu, M. A., Ahmmed, M. M., Rahman, M. M. & Mahmud, M. (2025). [Accepted]
PITNet: Physics-Informed Trajectory Network for smooth 7-DoF robotic arm trajectories in dynamic environments
ICONIP 2025, OIST, Japan
Ahmed, N., Babu, M. A., Mollah, M.M.H., M. A., Ahmmed, M. M., Rahman, M. M.& Mahmud, M. (2025). [Submitted]
Smart farming with MCPNet: A hybrid deep learning framework for multi-crop pest detection
AII 2025, Washington DC, USA
Ahmed, N., Bhuiyan, Z., W., Babu, M. A., & Mahmud, M. (2025). [Submitted]
LRAE: A low-rank autoencoder for real-time efficient CAN bus intrusion detection
WINCOM 2025, Riyadh, Saudi Arabia
Ahmed, N., Babu, M. A., & Mahmud, M. (2025). [Submitted]
Dynamic Rank Compressed Network (DRCN): A novel approach for efficient Bangla sign language recognition
ICCV 2025, Hawai’i, USA
Ahmed, N., Babu, M. A., M. A., Ahmmed, M. M., Rahman, M. M., David, b., & Mahmud, M. (2025). [Submitted]
AutoRL-FingerNet: A reinforcement-optimized CNN-autoencoder fusion for adaptive fingerprint recognition with retraining-free augmentation
WINCOM 2025, Riyadh, Saudi Arabia
Babu, M. A., Ahmed, N., Mollah, M.M.H., M. A., Ahmmed, M. M., Rahman, M. M., & Mahmud, M. (2025). [Submitted]
Enhancing lung cancer recognition through deep learning: A comparative analysis of CT and histopathological imaging
AII 2025, Washington DC, USA
Babu, M. A., Ahmed, N., Bhuiyan, Z. W., Ahmed, M. M., Rahman, M. M., & Mahmud, M. (2025). [Submitted]
Compact dataset, powerful results: Transfer learning for fruit freshness detection
WINCOM 2025, Riyadh, Saudi Arabia
Babu, M. A., Ahmed, N., Mollah, M.M.H., M. A., Ahmmed, M. M., Rahman, M. M., & Mahmud, M. (2025). [Submitted]
Piecewise neural network model to obtain large-interval solution to the Lorenz system
TCCE 2024, Jaipur, India
Awlad, M., Ahmed, N., Babu, M. A., & Mahmud, M. (2024). [Accepted – Best Paper Award]