Products & Solutions
A leading AI materials-prediction platform and end-to-end R&D services - helping companies accelerate materials innovation.
The AI Materials Prediction Platform
A SaaS platform that makes materials R&D faster, more accurate and more intelligent.
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Core Platform Capabilities
Data Upload & Management
Import and export data in multiple formats, with data cleaning, standardisation and visual management built in.
Automatic High-Dimensional Descriptor Calculation
Automatically computes 1,035 material descriptors, characterising structure–property relationships in full.
Multi-Objective Property Prediction
Predicts several material properties at the same time, with custom targets and weights for multi-objective optimisation.
Small-Sample Learning (HNN Algorithm)
An in-house HNN algorithm addresses the small-data prediction problem in materials and raises prediction accuracy.
Intelligent Candidate Screening
Screens the strongest candidate materials against property constraints, reducing experimental trial and error.
Experimental Protocol Recommendations
Proposes experimental protocols from prediction results and the knowledge base, directing which validation to run next.
Product Usage Guide
Complete closed-loop from goal setting to process standard output - turnkey engineering for results transformation
Forward Prediction
Reverse Design
Our Service Value
Complete closed-loop from goal setting to process standard output, turnkey engineering for results transformation
Turnkey Engineering
End-to-end service from requirements analysis through to the final product, so clients receive the materials and processes they need without managing the intermediate steps.
Technology Transfer & Commercialisation
We deliver technical schemes and push them into industrialisation, helping clients turn laboratory results into real products and economic value.
Custom Solutions
Materials R&D solutions tailored to a client's specific requirements and application scenarios, solving both zero-to-one and one-to-N problems.
Application & Product Examples
Bionic-Nose Sensor
A highly sensitive gas sensor built on novel sensing materials, applicable to environmental monitoring, food safety and related fields.
Tunable Communication Devices
High-performance communication devices made with novel functional materials - low loss, high bandwidth and tunable.
High-Performance Battery Materials
High energy density, long-life battery materials developed for the new-energy sector, improving both performance and safety.
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