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Bayesian optimization
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Automated odor-blending with one-pot Bayesian optimization
Description/Abstract:
The creation of new odors by blending existing ones is usually done manually based on the human sense. To enable robots to perform this a...
Keyword:
Bayesian optimization
,
MSS
,
Machine learning
, and
Olfactory sensor
Resource Type:
Article
Author:
Yota Fukui
,
Kosuke Minami
,
Kota Shiba
,
Genki Yoshikawa
,
Koji Tsuda
, and
Ryo Tamura
Journal:
Digital Discovery
Date Uploaded:
10/06/2024
Heat Source Model Development for Thermal Analysis of Laser Powder Bed Fusion Using Bayesian Optimization and Machine Learning
Description/Abstract:
To understand the correlation between process, structures, and properties in laser powder bed fusion (L-PBF), it is essential to use nume...
Keyword:
Bayesian optimization
,
Heat source model
,
Laser powder bed fusion
,
Laser scanning conditions
,
Multiple linear regression
, and
Thermal analysis
Resource Type:
Article
Author:
Masahiro Kusano
and
Makoto Watanabe
Journal:
Integrating Materials and Manufacturing Innovation
Date Uploaded:
09/04/2024
CrySPY: a crystal structure prediction tool accelerated by machine learning
Description/Abstract:
We have developed an open-source software called CrySPY, which is a crystal structure prediction tool written in Python 3, ...
Keyword:
evolutionary algorithm
,
Bayesian optimization
,
LAQA
,
crystal structure prediction
, and
first-principles calculations
Resource Type:
Article
Author:
Tomoki Yamashita
,
Shinichi Kanehira
,
Nobuya Sato
,
Hiori Kino
,
Kei Terayama
,
Hikaru Sawahata
,
Takumi Sato
,
Futoshi Utsuno
,
Koji Tsuda
,
Takashi Miyake
, and
Tamio Oguchi
Date Uploaded:
10/02/2023
Date Modified:
02/04/2024
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National Institute for Materials Science
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Springer Science and Business Media LLC
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Digital Discovery
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