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ALMLBO PIPELINE APPROACH APPLY TO MATERIAL PROCESS AND COMPOSITION OPTIMIZATION FOR ENERGY-SAVING APPLICATIONS
Description/Abstract:
The active learning by machine learning and Bayesian optimization pipeline (ALMLBO) is a new tool rising in the experimental material dev...
Keyword:
Ceramic
,
Kesterite
,
Machine learning
,
Process
, and
Thermoelectric
Resource Type:
Presentation
Author:
Cédric Bourgès
,
Guillaume Lambard
,
Naoki Sato
,
Makoto Tachibana
,
Satoshi Ishii
, and
Takao Mori
Date Uploaded:
30/10/2024
Process optimization on kesterite-based ceramics for enhancing their thermoelectric performances assisted by active machine learning approach: A tool for metal-sulfide ceramics development
Description/Abstract:
The thermal process parameters are crucial in metal-sulfides ceramics as they affect significantly the resulting physico-chemical propert...
Keyword:
Ceramic
,
Kesterite
,
Machine learning
,
Process
, and
Thermoelectric
Resource Type:
Article
Author:
Cédric Bourgès
,
Guillaume Lambard
,
Naoki Sato
,
Makoto Tachibana
,
Satoshi Ishii
, and
Takao Mori
Journal:
Acta Materialia
Date Uploaded:
20/09/2024
Original dataset for ID 237 66.7mol%MgO-33.3mol%SiO2 in Thermophysical Property Database
Description/Abstract:
This is the original dataset for ID 237 66.7mol%MgO-33.3mol%SiO2 in Thermophysical Property Database (https://thermophys.nims.go.jp/therm...
Keyword:
66.7mol%MgO-33.3mol%SiO2
,
Ceramic
,
Density
,
Electrostatic Levitation
,
ISS-ELF
, and
collection - Thermophys Datasets
Resource Type:
Dataset
Data origin:
experiments
Date Uploaded:
01/08/2024
Original dataset for ID 230 37.5mol%Y2O3-62.5mol%Al2O3 in Thermophysical Property Database
Description/Abstract:
This is the original dataset for ID 230 37.5mol%Y2O3-62.5mol%Al2O3 in Thermophysical Property Database (https://thermophys.nims.go.jp/the...
Keyword:
37.5mol%Y2O3-62.5mol%Al2O3
,
Ceramic
,
Density
,
Electrostatic Levitation
,
VELF
, and
collection - Thermophys Datasets
Resource Type:
Dataset
Data origin:
experiments
Date Uploaded:
01/08/2024
Original dataset for ID 234 40mol%MgO-60mol%SiO2 in Thermophysical Property Database
Description/Abstract:
This is the original dataset for ID 234 40mol%MgO-60mol%SiO2 in Thermophysical Property Database (https://thermophys.nims.go.jp/thermophy...
Keyword:
40mol%MgO-60mol%SiO2
,
Ceramic
,
Density
,
Electrostatic Levitation
,
ISS-ELF
, and
collection - Thermophys Datasets
Resource Type:
Dataset
Data origin:
experiments
Date Uploaded:
01/08/2024
Original dataset for ID 232 18.5mol%Y2O3-81.5mol%Al2O3 in Thermophysical Property Database
Description/Abstract:
This is the original dataset for ID 232 18.5mol%Y2O3-81.5mol%Al2O3 in Thermophysical Property Database (https://thermophys.nims.go.jp/the...
Keyword:
18.5mol%Y2O3-81.5mol%Al2O3
,
Ceramic
,
Density
,
Electrostatic Levitation
,
VELF
, and
collection - Thermophys Datasets
Resource Type:
Dataset
Data origin:
experiments
Date Uploaded:
01/08/2024
Original dataset for ID 229 45mol%Y2O3-55mol%Al2O3 in Thermophysical Property Database
Description/Abstract:
This is the original dataset for ID 229 45mol%Y2O3-55mol%Al2O3 in Thermophysical Property Database (https://thermophys.nims.go.jp/thermop...
Keyword:
45mol%Y2O3-55mol%Al2O3
,
Ceramic
,
Density
,
Electrostatic Levitation
,
VELF
, and
collection - Thermophys Datasets
Resource Type:
Dataset
Data origin:
experiments
Date Uploaded:
01/08/2024
Original dataset for ID 235 50mol%MgO-50mol%SiO2 in Thermophysical Property Database
Description/Abstract:
This is the original dataset for ID 235 50mol%MgO-50mol%SiO2 in Thermophysical Property Database (https://thermophys.nims.go.jp/thermophy...
Keyword:
50mol%MgO-50mol%SiO2
,
Ceramic
,
Density
,
Electrostatic Levitation
,
ISS-ELF
, and
collection - Thermophys Datasets
Resource Type:
Dataset
Data origin:
experiments
Date Uploaded:
01/08/2024
Original dataset for ID 228 50mol%Y2O3-50mol%Al2O3 in Thermophysical Property Database
Description/Abstract:
This is the original dataset for ID 228 50mol%Y2O3-50mol%Al2O3 in Thermophysical Property Database (https://thermophys.nims.go.jp/thermop...
Keyword:
50mol%Y2O3-50mol%Al2O3
,
Ceramic
,
Density
,
Electrostatic Levitation
,
VELF
, and
collection - Thermophys Datasets
Resource Type:
Dataset
Data origin:
experiments
Date Uploaded:
01/08/2024
Original dataset for ID 238 70mol%MgO-30mol%SiO2 in Thermophysical Property Database
Description/Abstract:
This is the original dataset for ID 238 70mol%MgO-30mol%SiO2 in Thermophysical Property Database (https://thermophys.nims.go.jp/thermophy...
Keyword:
70mol%MgO-30mol%SiO2
,
Ceramic
,
Density
,
Electrostatic Levitation
,
ISS-ELF
, and
collection - Thermophys Datasets
Resource Type:
Dataset
Data origin:
experiments
Date Uploaded:
01/08/2024
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52
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experiments
52
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Makoto Tachibana
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Naoki Sato
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Masashi Ishii
52
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Japan Aerospace Exploration Agency
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http://matvoc.nims.go.jp/entity/Q202
52
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JST-Mirai Program
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Japan Society for the Promotion of Science
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Acta Materialia
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