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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
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Blog Post number 3
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Blog Post number 2
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Blog Post number 1
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portfolio
publications
Piecewise neural network model to obtain large-interval solution to the Lorenz system
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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Gated Low-Rank U-Net: An Efficient Convolutional Architecture for Brain Tumor Segmentation on Multi-Modal MRI
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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PiPC-Net: A Physics-informed Piecewise Continuity Network for Solving the Non-linear Jerk Equation
Published in Engineering, 2025
Full text coming soon.
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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JPNet: A multi-layered fusion deep learning architecture for the detection and classification of pests in jute crops
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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Hybrid Quintic Neural Trajectory Optimizer (HyQuNeT): A hybrid learning approach to smooth and safe motion of 7-DOF robotic arms in dynamic environments
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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Numerical simulation of discontinuously vegetated open channel flow to estimate effects of vegetation condition on flood mitigation
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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Stabilizing the Kuramoto–Sivashinsky equation using deep reinforcement learning with a DeepONet prior
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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Smart farming with MCPNet: A hybrid deep learning framework for multi-crop pest detection
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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Enhancing lung cancer recognition through deep learning: A comparative analysis of CT and histopathological imaging
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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LRAE: A low-rank autoencoder for real-time efficient CAN bus intrusion detection
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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Dynamic Rank Compressed Network (DRCN): A novel approach for efficient Bangla sign language recognition
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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AutoRL-FingerNet: A reinforcement-optimized CNN-autoencoder fusion for adaptive fingerprint recognition with retraining-free augmentation
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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Compact dataset, powerful results: Transfer learning for fruit freshness detection
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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PITNet: Physics-Informed Trajectory Network for smooth 7-DoF robotic arm trajectories in dynamic environments
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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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
Heading 1
*Lecturer, Independent University, Bangladesh *Department of Physical Sciences *School of Engineering, Technology and Science *From 07 May, 2024 to Present
- Teaching Courses: Calculus, and Analytic Geometry
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.