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Ranking Pareto optimal solutions based on projection free energy

Description/Abstract:

Based on available datasets prepared by numerical simulations and machine learning, maps of properties for materials that have not yet be...

Keyword:

Pareto solutions, free energy, and semiconductor

Resource Type:

Article

Author:

Ryo Tamura, Kei Terayama, Masato Sumita, and Koji Tsuda

Journal:

Physical Review Materials

Date Uploaded:

04/10/2023

Date Modified:

04/10/2023
Inelastic neutron scattering studies on the eight-spin zigzag-chain compound <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mrow><mml:msub><mml:mi>KCu</mml:mi><mml:mn>4</mml:mn></mml:msub><mml:msub><mml:mi mathvariant="normal">P</mml:mi><mml:mn>3</mml:mn></mml:msub><mml:msub><mml:mi mathvariant="normal">O</mml:mi><mml:mn>12</mml:mn></mml:msub></mml:mrow></mml:math>: Confirmation of the validity of a data-driven technique based on machine learning

Description/Abstract:

We performed inelastic neutron scattering (INS) experiments on KCu4P3O12 powder and compared the experimental results with those calculat...

Keyword:

Inelastic neutron scattering, data-driven technique based on machine learning, and eight-spin zigzag-chain compound KCu4P3O12

Resource Type:

Article

Author:

Masashi Hase, Ryo Tamura, Koji Hukushima, Shinichiro Asai, Takatsugu Masuda, Shinichi Itoh, and Andreas Dönni

Journal:

Physical Review B

Date Uploaded:

18/04/2024