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Ferdous Sohel

3 papers indexed

openalexAgriculture & Food Security2026-07-23

Modeling the impact of climate change in the semiarid maize cropping system through real-time sensor–GCM integration

Uzair Ahmad, Ferdous Sohel

Climate change threatens global food security by disrupting temperature and rainfall patterns, increasing the risk of reduced crop yields. While extensive research has explored these impacts worldwide, limited studies have quantified the combined effects of climate change and man…

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arxivcs.CV2026-07-21

Advancing Multimodal Fusion on Heterogeneous Medical Data with Hybrid Geometry Attention

Joy Dhar, Manish Kumar Pandey, Nayyar Zaidi, Chen Chen, Maryam Haghighat, Ferdous Sohel, et al.

Multimodal fusion learning (MFL) has shown great potential in the medical domain, where we are faced with disparate data modalities such as imaging, clinical records, and omics. However, existing MFL strategies face several major challenges. First, they struggle to capture comple…

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arxivcs.CVcs.CGcs.GR2026-07-15

TreeSRNF: Square-Root Normal Fields for Generative Modelling of the Geometric and Structural Variability in Tree-like 3D Objects

Tahmina Khanam, Hamid Laga, Mohammed Bennamoun, Guanjin Wang, Ferdous Sohel, Farid Boussaid, et al.

We introduce a novel mathematical framework for analyzing and generating complex tree-shaped 3D objects, such as botanical trees and plants, which deform both in their 3D geometry and branching structure. Unlike previous works, which either consider only the skeletal structure of…

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