MatterGPT: AI-Powered Platform for Smart Material Design and Innovation
Overview
An advanced AI model designed to accelerate material discovery and optimization. It enables rapid generation of materials with specific properties, such as energy efficiency, electronic performance, and structural stability. Built on the SLICES Crystal Language, MatterGPT leverages deep learning and generative AI to deliver accurate predictions and customized designs.
Technical name of innovation
MatterGPT: AI-Powered Platform for Smart Material Design and Innovation
Commercialisation opportunities
technology licensing agreement
Problem addressed
Normally the development cycle of new materials is long, the cost is high, and the efficiency is low.
Innovation
- Built on the SLICES Crystal Language, MatterGPT leverages deep learning and generative AI to deliver accurate predictions and customized designs. It enables rapid generation of materials with specific properties.
Key impact
- MatterGPT achieves state-of-the-art inverse design accuracy, enabling precise generation of materials with targeted material properties.
- Its compact model size allows deployment on consumer-grade GPUs, significantly reducing hardware and operational costs.
- The small model size also translates to faster inverse design speeds, enabling rapid iterations and optimization, which further shortens the development cycle for new materials.
Application
- Design of new semiconductor materials
- Design of new energy storage materials
- Design of new optoelectronic materials
Lingnan University
Lingnan University, a venerable institution in Hong Kong's academic landscape, has a rich heritage that dates back to its founding in Guangzhou in 1888. Known in its earlier years as Lingnan Xuexiao and subsequently as Lingnan University, the institution flourished in the field of higher education until 1952. It was reborn in Hong Kong in 1967 and has since aspired to evolve into a distinguished research-focused liberal arts university for the digital age. Lingnan is committed to excellence in teaching, learning, research, and fostering community ties, aiming for international acclaim.
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