Webinar
May 12, 2026
10:00 AM SGT

Accelerating Innovation in Sustainable & Alternative Materials: Unlocking the Power of Hidden Data with AI

How data- and AI-driven R&D turns accumulated materials data into faster decisions, better predictions, and the discovery of sustainable and alternative materials.

What you'll learn

  • How AI-driven R&D accelerates materials development, from faster decision-making to smarter material discovery
  • Why limited and sparse data often hinder model accuracy, and how to overcome it
  • How raw material metadata enriches learning and improves prediction accuracy
  • Practical ways to handle variability in recycled, sustainable, and alternative materials
  • A pathway from data analysis to optimization: factor analysis, inverse design, and accelerated formulation development
  • Actionable next steps for applying data and AI in your own R&D workflow

Register for this webinar

Save your seat and we'll send the joining link to your inbox.

About this webinar

Turning accumulated materials data into actionable insights, while accelerating development and responding quickly to evolving market needs, has become a key priority in R&D. While AI-driven development offers significant potential, limited data and a lack of contextual information often make reliable learning difficult.

Overview

In this webinar we explore the impact data- and AI-driven R&D can have on materials development, from faster decision-making and improved prediction accuracy to accelerated material discovery. Building on this, we highlight how leveraging raw material metadata, such as composition and physicochemical properties, can improve learning accuracy and support the discovery of sustainable and alternative materials.

Who should attend

  • R&D teams seeking practical ways to accelerate formulation development with data and AI
  • Teams exploring alternative raw materials due to environmental regulations, supply disruption, or material discontinuation
  • Teams struggling with quality variability in recycled materials and its impact on final product performance
  • Anyone sitting on raw material property data but unsure how to turn it into actionable insight

Details

Date
May 12, 2026
Time
10:00 AM SGT
Format
Live online, recording available afterwards

Speakers

Ready to build smarter R&D workflows?

See how Polymerize helps teams accelerate innovation with AI-native scientific workflows.

Request a demo
Request a demo
Contact us
Contact us