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Innovate, Manufacture, Deploy & Operate

Harness advanced computation and analytics and maximize the potential of your clean energy technology or projects. By leveraging these tools, you can unlock significant benefits and drive optimal performance.

Lifecycle Management - Innovators, Developers, Financial Institutions 

Predicting material properties is a laborious and expensive process, especially when it comes to synthesizing and validating novel materials in the physical world. However, there is a promising solution offered by Large Language Models [LLM] & other Neural Networking [NN] techniques, which significantly reduce the time and cost involved in materials development.


Through the utilization of LLM & other NN algorithms, inputs such as crystal structure, chemical composition, and electronic band structures can be used to train models that predict computationally challenging or costly properties. Moreover, Machine Learning [ML] empowers scientists to generate innovative ideas for intricate tasks like solid-state synthesis and crystal structure determination, unveiling previously inaccessible physical insights. This efficient approach allows scientists to explore extensive chemical and configurational search spaces in pursuit of stable, affordable, and high-performance materials.


Our engine, powered by LLM and High Performance Computing [HPC], facilitates atomistic as well as molecular generative materials design. With the support of advanced computational resources, the engine seamlessly integrates various stages of the materials design process, including hypothesis generation, calculation setup, experiment execution, informatics analysis, and database development. Helping you do more with less.

Lifecycle Management | Innovators | Applications

MatVu Portfolio


Technologies - LDES | SAF | H2 | DAC


Our cutting-edge Phase AI revolutionizes DFT calculations, enabling the generation of accurate compositional phase diagrams. But its capabilities don't stop there. It goes above and beyond by providing invaluable insights, facilitating data analysis, and supporting informed decision-making. This powerful tool interprets and analyzes data, generating hypotheses, suggesting exploration strategies, and offering comprehensive decision support.


By harnessing the advanced capabilities of our AI models, researchers can unlock a deeper understanding of phase behaviors, optimize their exploration process, and make well-informed decisions that drive breakthrough discoveries. Stay ahead of the curve and maximize the potential of your research with our comprehensive Phase AI solution.

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