Nidhal Belyouni

AIQ, Abu Dhabi, UAE

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Eval Frameworks & Benchmarks (1)Scientific Discovery & Drug Design (1)

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A. Franco (1)R. Ayoubi (1)Fatima Khalifa Alkaabi (1)

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Oct 13, 2025

A. Franco +3Oct 13, 2025·also AIQ

Forecasting Oil Production with Time-Series Foundation Models - A Benchmark Study Against Classical Machine Learning Models

Pretrained time series foundation models can boost oil production forecasting accuracy by over 20%, but inconsistent handling of operational data remains a barrier to widespread adoption.

A. Franco, Nidhal Belyouni, R. Ayoubi +1

Eval Frameworks & Benchmarks Scientific Discovery & Drug Design

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Nidhal Belyouni

Research focus

Frequent co-authors

Papers (1)