The Importance of First-Principles in the Era of Artificial Intelligence: A Perspective on Hybrid Modeling and Industrial Case Studies

In a world of AI, first-principles remain the foundation of trust.

AspenTech Hybrid Models™ is enabling process manufacturers to combine first-principles engineering with Industrial AI to improve predictions, optimize operations and support better decision-making.

Download this article to learn how companies like SABIC and Saras are using hybrid modeling to:

Predict critical product properties in real time with AI-driven inferential models
Reduce simulation times from minutes to seconds for faster operational decisions
Improve product quality and reduce off-spec production during process transitions
Enhance refinery planning with more accurate yield and property forecasts

Discover how you can unlock greater value from the combination of first-principles engineering and Industrial AI.

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The Importance of First-Principles in the Era of Artificial Intelligence: A Perspective on Hybrid Modeling and Industrial Case Studies

By submitting this form, I agree to AspenTech's Privacy and Security Policy

Are you a current user of AspenTech solutions?

Would you like to talk to an AspenTech Expert?

Thank you for downloading this resource

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