From Data to Deployment: Real-World Lessons in Hybrid Modeling
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From Data to Deployment: Real-World Lessons in Hybrid Modeling

Model smarter. Deploy faster. Learn what actually works. Hybrid modeling merges first-principles with data-driven methods to unlock value.

By INFORMS Houston

Date and time

Location

United Way of Greater Houston

50 Waugh Drive Houston, TX 77007

About this event

  • Event lasts 1 hour

Model smarter. Deploy faster. Learn what actually works.

Hybrid modeling has become a game-changer in the chemical process industries—merging first-principles with data-driven methods to unlock powerful new insights. But getting from idea to impact is never as simple as it sounds.

Join Dr. Devin Griffith, Senior Product Manager at AspenTech, as he pulls back the curtain on real-world applications of Aspen Hybrid Models. Devin will share what works (and what doesn’t) when deploying these tools across the process industries—lessons shaped by years in the field, both as a practitioner at Dow and now leading product strategy at AspenTech.

Whether you're a data scientist, process engineer, optimization expert, or decision-maker evaluating new digital tools.

Topics Covered:

  • Where hybrid models outperform traditional approaches
  • How industrial teams actually use these tools in day-to-day operations
  • What pitfalls to avoid in model development and deployment
  • What the future holds for hybrid modeling in petrochemicals

Organized by

FreeJul 29 · 6:00 PM CDT