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Everything is an Optimization Problem: The Next Frontier Using Data and Models

AbstractIn the era of digital transformation, the petroleum industry faces a critical challenge: howto extract actionable insights from vast amounts of data while optimizing operationaldecisions. Nearly every aspect of our industry is, at its core, an optimization problem. Evenrecent breakthroughs in Artificial Intelligence are largely driven by advances inoptimization algorithms.One key challenge is balancing high-fidelity

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