National Institute for Materials Science

Masahiko Demura

Makoto Watanabe

Manabu Enoki

Junya Inoue

Ya Xu

Kyosuke Kishida

Takuya Kadohira

Toshiyuki Hirano

Satoshi Minamoto

System that makes a prediction regarding a material, including: storing descriptors each describing a parameter regarding processing means, structure, property, or performance of the material; storing prediction models each describing an input and output relationship among the descriptors, wherein each prediction model inputs one of at least two of the processing means, structure, property, and performance, and outputs another one thereof; storing workflows each describing that at least two of the prediction models are connected via a descriptor, wherein the output of one prediction model is accepted as the input of another prediction model; giving an input to each of the workflows, executing the workflow including execution of each prediction model included in the workflow, and storing an execution result including an output result of each prediction model included in the workflow; managing execution results, workflows, prediction models, and descriptors in four hierarchical layers by assigning a unique identifier.

Prediction management system, prediction management method, data structure, prediction management device and prediction execution device

A methanol-reforming catalyst containing a NiAl intermetallic compound as a main component that is superior in heat resistance and abrasion resistance and has a high activity and selectivity even at a high temperature.

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Growing community of inventors

Tsukuba, Japan

Masahiko Demura