File:Fig3 Tamura SciTechAdvMatMeth2023 3-1.jpeg: Difference between revisions

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==Summary==
{{Information
|Description='''Figure 3.''' (Top panels) Examples of the candidates files of the initial stage and that after some experiments. Here, an example for the case that ''N''=9 is shown. (Bottom panels) Examples for the list of descriptors depending on the types of search space. If the continuous parameter space is considered, <math>D = \{\mathbf{x}_{i}\}_{i = 1,\ldots,N}</math> is the discretized parameters. When the combination of materials is the search space, the bit strings where the material used is represented by 1 and the material not used is represented by 0 are prepared in <math>D = \{\mathbf{x}_{i}\}_{i = 1,\ldots,N}</math>. Furthermore, materials descriptors from compositions obtained by such as magpie and fingerprint of molecules obtained by such as RDKit would be used as <math>D = \{\mathbf{x}_{i}\}_{i = 1,\ldots,N}</math>.
|Source={{cite journal |title=NIMS-OS: An automation software to implement a closed loop between artificial intelligence and robotic experiments in materials science |journal=Science and Technology of Advanced Materials: Methods |author=Tamura, R.; Tsuda, K.; Matsuda, S. |volume=3 |issue=1 |at=2232297 |year=2023 |doi= 10.1080/27660400.2023.2232297}}
|Author=Ishizuki, N.; Shimizu, R.; Hitosugi, T.
|Date=2023
|Permission=[http://creativecommons.org/licenses/by/4.0/ Creative Commons Attribution 4.0 International]
}}


== Licensing ==
== Licensing ==
{{cc-by-4.0}}
{{cc-by-4.0}}

Latest revision as of 16:21, 18 September 2023

Summary

Description

Figure 3. (Top panels) Examples of the candidates files of the initial stage and that after some experiments. Here, an example for the case that N=9 is shown. (Bottom panels) Examples for the list of descriptors depending on the types of search space. If the continuous parameter space is considered, D={𝐱i}i=1,…,N is the discretized parameters. When the combination of materials is the search space, the bit strings where the material used is represented by 1 and the material not used is represented by 0 are prepared in D={𝐱i}i=1,…,N. Furthermore, materials descriptors from compositions obtained by such as magpie and fingerprint of molecules obtained by such as RDKit would be used as D={𝐱i}i=1,…,N.

Source

Tamura, R.; Tsuda, K.; Matsuda, S. (2023). "NIMS-OS: An automation software to implement a closed loop between artificial intelligence and robotic experiments in materials science". Science and Technology of Advanced Materials: Methods 3 (1): 2232297. doi:10.1080/27660400.2023.2232297. 

Date

2023

Author

Ishizuki, N.; Shimizu, R.; Hitosugi, T.

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