Matmerize Launches AI-Driven PolymRize Platform to Accelerate Polymer Design for Gas Separation Membranes and More

July 26, 2026

Matmerize (Halo) USA

Overview

Matmerize has introduced ‘PolymRize,’ a cloud-based AI and machine learning polymer informatics platform. This platform instantly predicts and designs polymers with tailored gas permeability and selectivity, dramatically shortening material development cycles. PolymRize aims to accelerate the discovery of polymers meeting specific performance requirements for applications like food packaging, energy storage, and sustainable materials, enabling faster market entry and cost reduction for companies.

In Depth

Key Findings: Matmerize Commercializes AI-Driven Polymer Design Platform “PolymRize”

Matmerize is now offering “PolymRize,” a cloud-based polymer informatics platform powered by artificial intelligence (AI) and machine learning (ML). This platform provides the capability to instantly predict and design polymers with specific properties, such as gas permeability and selectivity, thereby dramatically accelerating the material development cycle.

Technical & Business Details: Rapid Property Prediction and Customized Design

PolymRize integrates vast existing polymer data with sophisticated AI models to accurately predict the properties, especially gas separation performance, of a polymer based on user-input chemical structures or compositions. Furthermore, it can perform inverse design, generating potential polymer structures that meet specific target values for gas permeability or selectivity. This rapid prediction and design capability is expected to significantly reduce the number of trial-and-error experiments in R&D, shortening the new material exploration phase from months to days. This accelerates innovation in a wide range of fields, including extending food packaging shelf life, efficient energy storage, and developing sustainable materials.

Background & Context: Demand for Streamlining Polymer Material Development

Polymers are indispensable materials in many modern products, but their development has traditionally been a complex, time-consuming, and costly process. Designing polymers with specific functionalities, such as selective gas separation, required exploring an expansive chemical space. Advances in materials informatics and AI offer powerful solutions to this challenge, promising to fundamentally transform development efficiency through data-driven approaches. Platforms like Matmerize make this technology accessible to industrial sectors.

Strategic Significance & Outlook: Contribution to Sustainable Society and Enhanced Market Competitiveness

PolymRize supports companies in developing and bringing high-performance polymers to market more quickly and efficiently, thereby enhancing their competitiveness. Particularly with growing concerns for sustainability, designing new polymer materials that are environmentally friendly or recyclable is an urgent task. Matmerize’s platform addresses these needs, contributing to the creation of more ecological and economical solutions. This is expected to streamline the entire supply chain and accelerate innovation, driving digital transformation within the chemical and materials industries.

Source: https://www.halo.science/solution_listings/ai-driven-polymer-design-platform-for-precise-gas-permeability-and-selectivity

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