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1.
Process parameters and magnetic properties (coercivity, remanence, squareness, maximum energy product) of data-driven fabrication of Nd-Fe-B anisotropic magnets by direct hot extrusion.
Description/Abstract:
We implemented an active learning pipeline assisted by machine learning and Bayesian optimization (ALMLBO) for predicting magnetic proper...
Keyword:
Active learning
,
Machine learning
,
Bayesian Optimization
,
Nd-Fe-B magnet
,
Hot extrusion
,
Process
,
Coercivity
,
Remanence
,
Squareness
, and
Maximum energy product
Material/Specimen:
Anisotropic permanent magnets fabricated by hot extrusion using a commercial Nd14Fe76Co3.4B6Ga0.6 (at%) powder (MQU-F™)
Resource Type:
Dataset
Data origin:
experiments
Author:
Lambard, Guillaume
,
Sasaki, Taisuke
,
Sodeyama, Keitaro
,
Ohkubo, Tadakatsu
, and
Hono, Kazuhiro
Operator:
PRYTULIAK, Anastasiia
and
TOYOOKA, Yoshiya
Date Uploaded:
11/05/2021
Date Modified:
11/10/2021
2.
Free Analysis and Visualization Programs for Electrochemical Impedance Spectroscopy Coded in Python
Description/Abstract:
New programs for fitting using an equivalent circuit model and data visualization of electrochemical impedance spectroscopy were develope...
Keyword:
data visualization
,
electrochemical impedance
,
free software
, and
model fitting
Resource Type:
Article
,
Video
, and
Software or Program Code
Author:
SUZUKI, Tohru S.
and
KOBAYASHI, Kiyoshi
Journal:
Electrochemistry
Date Uploaded:
08/02/2021
Date Modified:
10/02/2021
3.
TOAST: Template Oriented Atomic Simulation Toolkit
Description/Abstract:
Template Oriented Atomic Simulation Toolkit (TOAST) is a python-based automated framework for high-throughput electronic structure calcul...
Keyword:
CompES-X
,
First-principles calculation
,
atomic simulation
, and
toolkit
Resource Type:
Dataset
Data origin:
simulations
Author:
ARAI, Masao
and
XU, Yibin
Date Uploaded:
11/11/2020
Date Modified:
20/11/2020
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English
2
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National Institute for Materials Science
1
The Electrochemical Society of Japan
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3
Rights Statement Sim
MIT License
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3
Creative Commons BY Attribution 4.0 International
1
Computational methods
machine learning
1
Data origin
experiments
1
simulations
1
Properties addressed
magnetic -- coercivity
1
Synthesis and processing
forming -- extrusion
1
Characterization methods
other
1
Material/Specimen
Anisotropic permanent magnets fabricated by hot extrusion using a commercial Nd14Fe76Co3.4B6Ga0.6 (at%) powder (MQU-F™)
1
Date created
2020
1
Date
2020
1
2021
1
Author
ARAI, Masao
1
Hono, Kazuhiro
1
KOBAYASHI, Kiyoshi
1
Lambard, Guillaume
1
Ohkubo, Tadakatsu
1
more
Authors
»
Operator
PRYTULIAK, Anastasiia
1
TOYOOKA, Yoshiya
1
License
http://opensource.org/licenses/MIT
2
https://creativecommons.org/licenses/by/4.0/
1
Instrument manufacturer
Tamakawa Co., Ltd
1
Zeiss
1
Instrument model number
Crossbeam 1540 EsB FIB/SEM
1
TM-BH25-C1
1
Journal
Electrochemistry
1