AI4M Collaboration: Adputer Inc. | NGen
Adputer Inc. has developed an innovative method to create new manifold materials which have periodic and continuous geometric shapes. They may have special physical, photonic, electronic, and magnetic functions. We could apply manifold materials for new energy batteries, hydrogen fuel cells, and photonic components.
Given a set of parameters we get a 3D manifold model by a generator. Then we can make a physical object through additive manufacture. Thus we can measure and test the object to get various physical features such as hardness, toughness, and strong.
The project idea is to apply AI for prototype testing and classification. We need to build the correlation between the physical features and initial input parameters by AI/ML. So we could select the optimal materials for demand applications. And we could save lots of time and funds for prototype testing and verification.
About Adputer Inc.:
Adputer Inc. is an innovative AI and 3D model designer. Its creative manifold materials can be applied to various fields such as clean energy, photonics, and healthcare. Its AI models can be applied to solve optimization problems and regression problems.
Project Objectives:
- Create datasets of physical features and geometric models
- Build an AI/ML model to do regression and classification
- Get the relationship between the parametric geometric models and their physical functions
- Select suitable materials for real applications
What THEY bring to the table:
Adputer Inc. could work on creating a Machine Learning model for regression and classification to prototypes. Our AI/ML model has been tested on the CIFAR100 dataset and uses Tensorflow/JAX framework for fast ML training. We have designed 3D manifold models and commercialized them.
What YOU will bring to the table:
- Additive manufacturers that can make complicated items
- Testers that can measure the physical functions of new materials
- Nano 3D printing services can make nanomaterials
- Nanomaterial manufacturers for new energy materials
If you are interested please complete the following form.
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