From Weeks to Minutes: How Avient Delivers High-Confidence Material Predictions with AI

Gain instant, high-confidence material predictions – without waiting weeks for physical testing.

A Data-Driven World Needs Faster Answers

Industries increasingly rely on large, high-quality datasets to drive innovation and informed decision-making. But in materials science, generating tensile curves, creep behavior, and fatigue data remains slow, expensive, and resource-intensive – often taking months and delaying customer responses.

The Avient Speed Advantage

Avient holds extensive datasets on PA66 long glass fiber (LGF) materials across varying temperatures, filler contents, and humidity conditions – and needed a faster way to turn this data into answers.

Using materials Enrich, Avient ran three enrichment campaigns and achieved 80% overall prediction confidence. Avient can now generate predictive results in as little as 5 minutes, dramatically accelerating customer response times and enabling informed decisions early in the development process.

The AI/ML Breakthrough

Materials Enrich combines physics-based modeling and machine learning to generate high-fidelity material properties in minutes, bridging data gaps and reducing reliance on costly physical testing.

Discover how Avient and Materials Enrich are transforming material development by combining real-world data with advanced AI.

What you will learn:

How Avient uses Materials Enrich to reduce material testing from weeks to minutes

How Materials Enrich achieves 80% prediction confidence using existing experimental data

How AI-based enrichment supports faster, more informed material decisions early in development

 Register for individual sessions or attend the full series for a complete overview of how AI and machine learning enabled engineering is reshaping the industry.

Speakers