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Saddam Umer

Observed name: Umer, Saddam
ORCID: 0009-0004-6566-1587
Observed ORCID: 0009-0004-6566-1587
OpenAlex ID: A5119667080
AI-driven Physics Informed Neural Network for Daily Temperature Forecasting with Constraint Aware Learning and Explainable Feature Attribution
2025 · Syed Azeem Inam, Hassan Hashim, et al. · VFAST Transactions on Software Engineering · 31
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A Transformer-Based Framework for Accurate and Interpretable PM2.5 Forecasting through Integration of Country-Level Embeddings and Explainable AI for Enhanced Environmental Decision-Making
2025 · Syed Azeem Inam, Hassan Hashim, et al. · The Asian Bulletin of Big Data Management · 28
A physics informed deep learning framework for rainfall forecasting in diverse climatic regions
2026 · Syed Azeem Inam, Saddam Umer, et al. · Discover Artificial Intelligence · 26
A Novel Approach toward Windspeed Forecasting using an Advanced Deep Learning Framework with Explainable AI
2025 · Syed Azeem Inam, Hassan Hashim, et al. · VFAST Transactions on Software Engineering · 26
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A hierarchical ensemble approach for multi-country PM10 forecasting using LightGBM and residual neural network
2026 · Syed Azeem Inam, Haider Rajput, et al. · Discover Atmosphere · 24
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Interpretable Physics-Informed Neural Network for Reliable Humidity Forecasting in Contrasting Climates of Sindh.
2025 · Syed Azeem Inam, Hassan Hashim, et al. · VAWKUM Transactions on Computer Sciences · 23
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An explainable hybrid stacked deep learning framework for forecasting PM10 concentrations in urban air
2025 · Syed Azeem Inam, Haider Rajput, et al. · Explora Environment and Resource · 22
Global PM2.5 exposure forecasting with novel deep learning architecture and explainable artificial intelligence
2025 · Syed Azeem Inam, Saddam Umer, et al. · Explora Environment and Resource · 18
Explainable and Uncertainty‐Aware Neural Modeling of Industrial CO 2 Emissions With Economic, Energy, and Institutional Interaction Dynamics
2026 · Syed Azeem Inam, Saddam Umer, et al. · Energy Science & Engineering
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Graph-masked spatio-temporal transformer for global annual PM2.5 exposure forecasting
2026 · Inam, Syed Azeem, Umer, Saddam, et al. · Zenodo (CERN European Organization for Nuclear Research)
Sectoral Carbon Emission
2026 · Umer, Saddam, Inam, Syed Azeem · Zenodo (CERN European Organization for Nuclear Research)
Restricted Access Dataset and Source Code for Peer Review
2026 · Umer, Saddam, Inam, Syed Azeem · Zenodo (CERN European Organization for Nuclear Research)
Computer Science 12th Past Papers (Till 2025) BIEK
2026 · Saddam Umer · Kaggle
Computer Science 11th Past Papers (Till 2025) BIEK
2026 · Saddam Umer · Kaggle
Works count: 14
Citation count: 198
H-index: 8
I10-index: 8
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