Published in TCCE 2024, Jaipur, India, 2024
Accepted at TCCE 2024, Jaipur, India. Best Paper Award.
Recommended citation: Awlad, M., Ahmed, N., Babu, M. A., & Mahmud, M. (2024). Piecewise neural network model to obtain large-interval solution to the Lorenz system. In TCCE 2024, Jaipur, India. [Accepted – Best Paper Award]
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Published in Bioengineering, 2025
Under review at Bioengineering.
Recommended citation: Ahmed, N., Babu, M. A., Ahmmed, M. M., Rahman, M. M., & Mahmud, M. (2025). Gated Low-Rank U-Net: An Efficient Convolutional Architecture for Brain Tumor Segmentation on Multi-Modal MRI. Bioengineering. [Under Review]
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Published in Engineering, 2025
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Recommended citation: Ahmed, N., Awlad, M., Babu, M. A., Ahmmed, M. M., Rahman, M. M., & Mahmud, M. (2025). PiPC-Net: A Physics-informed Piecewise Continuity Network for Solving the Non-linear Jerk Equation. Physica A: Statistical Mechanics and its Applications, 131117.
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Published in Mathematical Modelling and Numerical Simulation with Applications, 2025
Under review at Mathematical Modelling and Numerical Simulation with Applications.
Recommended citation: Ahmed, N., M., Babu, M. A., Ahmmed, M. M., Rahman, M. M., & Mahmud, M. (2025). 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. [Under Review]
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Published in Engineering, 2025
Under review at Engineering.
Recommended citation: Ahmed, N., Babu, M. A., Ahmmed, M. M., Rahman, M. M., & Mahmud, M. (2025). Hybrid Quintic Neural Trajectory Optimizer (HyQuNeT): A hybrid learning approach to smooth and safe motion of 7-DOF robotic arms in dynamic environments. Engineering. [Under Review]
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Published in Journal of Hydraulic Engineering, 2025
Published in Journal of Hydraulic Engineering, 151(5), 06025007 (2025).
Recommended citation: Ahmed, N., & Bangalee, Z. I. (2025). Numerical simulation of discontinuously vegetated open channel flow to estimate effects of vegetation condition on flood mitigation. Journal of Hydraulic Engineering, 151(5), 06025007.
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Published in ICML 2025, Vancouver, Canada, 2025
Accepted at ICML 2025, Vancouver, Canada.
Recommended citation: Ahmed, N., Babu, M. A., Ahmmed, M. M., Rahman, M. M. & Mahmud, M. (2025). Stabilizing the Kuramoto–Sivashinsky equation using deep reinforcement learning with a DeepONet prior. In ICML 2025, Vancouver, Canada. [Accepted]
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Published in AII 2025, Washington DC, USA, 2025
Submitted to AII 2025, Washington DC, USA.
Recommended citation: Ahmed, N., Bhuiyan, Z., W., Babu, M. A., & Mahmud, M. (2025). Smart farming with MCPNet: A hybrid deep learning framework for multi-crop pest detection. In AII 2025, Washington DC, USA. [Submitted]
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Published in AII 2025, Washington DC, USA, 2025
Submitted to AII 2025, Washington DC, USA.
Recommended citation: Babu, M. A., Ahmed, N., Bhuiyan, Z. W., Ahmed, M. M., Rahman, M. M., & Mahmud, M. (2025). Enhancing lung cancer recognition through deep learning: A comparative analysis of CT and histopathological imaging. In AII 2025, Washington DC, USA. [Submitted]
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Published in WINCOM 2025, Riyadh, Saudi Arabia, 2025
Submitted to WINCOM 2025, Riyadh, Saudi Arabia.
Recommended citation: Ahmed, N., Babu, M. A., & Mahmud, M. (2025). LRAE: A low-rank autoencoder for real-time efficient CAN bus intrusion detection. In WINCOM 2025, Riyadh, Saudi Arabia. [Submitted]
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Published in ICCV 2025, Hawai'i, USA, 2025
Submitted to ICCV 2025, Hawai’i, USA.
Recommended citation: Ahmed, N., Babu, M. A., M. A., Ahmmed, M. M., Rahman, M. M., David, b., & Mahmud, M. (2025). Dynamic Rank Compressed Network (DRCN): A novel approach for efficient Bangla sign language recognition. In ICCV 2025, Hawai'i, USA. [Submitted]
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Published in WINCOM 2025, Riyadh, Saudi Arabia, 2025
Submitted to WINCOM 2025, Riyadh, Saudi Arabia.
Recommended citation: Babu, M. A., Ahmed, N., Mollah, M.M.H., M. A., Ahmmed, M. M., Rahman, M. M., & Mahmud, M. (2025). AutoRL-FingerNet: A reinforcement-optimized CNN-autoencoder fusion for adaptive fingerprint recognition with retraining-free augmentation. In WINCOM 2025, Riyadh, Saudi Arabia. [Submitted]
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Published in WINCOM 2025, Riyadh, Saudi Arabia, 2025
Submitted to WINCOM 2025, Riyadh, Saudi Arabia.
Recommended citation: Babu, M. A., Ahmed, N., Mollah, M.M.H., M. A., Ahmmed, M. M., Rahman, M. M., & Mahmud, M. (2025). Compact dataset, powerful results: Transfer learning for fruit freshness detection. In WINCOM 2025, Riyadh, Saudi Arabia. [Accepted]
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Published in ICONIP 2025, OIST, Japan, 2025
Submitted to ICONIP 2025, OIST, Japan.
Recommended citation: Ahmed, N., Babu, M. A., Mollah, M.M.H., M. A., Ahmmed, M. M., Rahman, M. M.& Mahmud, M. (2025). PITNet: Physics-Informed Trajectory Network for smooth 7-DoF robotic arm trajectories in dynamic environments. In ICONIP 2025, OIST, Japan. [Accepted]
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Undergraduate course, University 1, Department, 2014
*Lecturer, Independent University, Bangladesh *Department of Physical Sciences *School of Engineering, Technology and Science *From 07 May, 2024 to Present
Workshop, University 1, Department, 2015
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