SOLUTIONS & TECHNOLOGY
GenMat's solutions enable our clients to generate high quality artificial intelligence (AI) training datasets customized to their specific business needs, and apply state-of-the-art AI models to learn from this data. From there, clients can utilize GenMat’s proprietary post-processing products and services to make intelligent design decisions that optimize the manufacturing of their target materials.
COMPUTATIONAL MATERIALS SOLUTIONS
GenMat’s proprietary computational materials software, synthesis, and fabrication pipeline represents a suite of products and services for clients who are seeking to rapidly develop advanced materials (such as semiconductors) for their businesses at significantly lower cost, greater reliability, and higher quality. We are also refining this IP to apply to titanium dioxide, a semiconducting material that plays a key role in the process of converting sunlight into natural gas, to gallium nitride (GaN), an alternative semiconductor currently being researched by DARPA.
GenMat has a 4.75m resolution hyperspectral imager, launching into low earth orbit on the SpaceX Falcon-9 with final launch date TBD. Combined with GenMat’s proprietary computational materials software, the GenMat hyperspectral imager enables our clients to extract commercially relevant chemical and physical information for high-precision prospecting of a target site location.
GenMat has a suite of technologies and tools
that enable our clients to integrate machine learning and quantum computing methods into their computer-aided materials engineering workflows. These technologies and tools help inform the design of semiconductors, photocatalysts, photovoltaic cells, and more.
Similar to how the smartphone was once a miracle of advanced materials innovation,
GenMat's solutions & technology enable the pioneers of our future to build the world's next seemingly "impossible" technologies
by telling them exactly what materials are needed to build their desired products, and how to build those materials.
THE GENMAT ADVANTAGE
Novel and world-changing artificial intelligence systems need to be able to do two things:
(1) Predict the behavior of atoms combined together, and
(2) Figure out how to rearrange the combination of said atoms in order to optimize their behavior to fit user requirements.
At GenMat, we are refining an AI that can successfully do both of these things.
our AI solution predicts electronic properties such as the band-gap of various solid state materials with up to more than 99% accuracy, with additional material properties being continuously added.
predictions than conventional software and supercomputing technology are capable of achieving.
GenMat also has deep learning models, molecular fingerprint implementations like smooth overlap of atomic positions (SOAPs) and symmetry-based implementations, and technology that can provide experimental feedback to help clients design new materials.
For example, GenMat synthesizes nanocrystalline Ti02 systems with copper and platinum deposits to experimentally validate its proprietary computational materials software.