Author

Mohammed N. Ullah

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#artificial intelligence Preprint Sep 2026

Artificial Intelligence for Energy Optimization in Data Centers

CLEAR-DC is set out, a framework coupling a control-policy branch to a workload-demand branch through an explicit elasticity term, reads out net rather than direct benefit, and emits a schema-conformant record covering energy, carbon, water, embodied share and validation venue.

Mohammed Basharath Ullah, Summaiya Unnisa Begum, Mohammed N. Ullah · 0 citations

#machine learning Preprint Sep 2026

Toward Explainable and Policy-Aware AI for Carbon Credit Price Prediction: A Research Framework for Emerging Carbon Markets

Carbon markets put a price on emissions, yet that price remains hard to forecast. Work in this area clusters on the EU and Chinese schemes, compresses regulatory text into a sentiment score, and reports accuracy without calibration or explanation stability. We distil ten recurring gaps into an impact-feasibility matrix...

Summaiya Unnisa Begum, Mohammed N. Ullah, Mohammed Abdul Ghani Khan · 0 citations