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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
[MANA E-BULLETIN Vol.10 - Feature] An Interview with Prominent WPI-MANA Researcher
Description/Abstract:
The world-renowned researcher, Hideo Hosono is famous for creating amorphous oxide semiconductor IGZO-TFTs and room temperature-stable el...
Keyword:
Amorphous Oxide Semiconductors
,
Functional Materials Utilizing Electrons in Solids
,
IGZO TFT
,
Iron-based Superconductors
, and
Metal Catalyst
Resource Type:
Article
Author:
International Center for Materials Nanoarchitectonics (WPI-MANA)
and
International Center for Materials Nanoarchitectonics (WPI-MANA)
Date Uploaded:
05/01/2023
Date Modified:
19/01/2023
[MANA E-BULLETIN Vol.14 - Feature] An interview with MANA scientists in NIMS’ Quantum Materials Project
Description/Abstract:
The NIMS Quantum Materials Project is MANA’s newly formed group for research into creating and exploiting quantum materials. Recently the...
Keyword:
Fermi Surface
,
High-temperature and High-pressure Synthesis
,
International Center for Materials Nanoarchitectonics (WPI-MANA)
,
Quantum Materials and Technologies
, and
the NIMS Quantum Materials Project
Resource Type:
Article
Author:
International Center for Materials Nanoarchitectonics (WPI-MANA)
and
International Center for Materials Nanoarchitectonics (WPI-MANA)
Date Uploaded:
05/01/2023
Date Modified:
19/01/2023
[MANA E-BULLETIN Vol.1 - Feature] "Bottom Up Fundamental Research" for Sowing the Seeds of Future Innovation
Description/Abstract:
The International Center for Materials Nanoarchitectonics (WPI-MANA), Tsukuba, Japan, was launched as part of the 10 year World Premier I...
Keyword:
Artificial perception
,
Bottom Up Fundamental Research
,
International Center for Materials Nanoarchitectonics (WPI-MANA)
,
Melting pot of excellence
, and
Nanoarchitectonics
Resource Type:
Article
Author:
International Center for Materials Nanoarchitectonics (WPI-MANA)
and
International Center for Materials Nanoarchitectonics (WPI-MANA)
Date Uploaded:
05/01/2023
Date Modified:
19/01/2023
[MANA E-BULLETIN Vol.13 - Feature] An interview with four scientists involved with MANA’s programs to encourage interdisciplinary collaboration
Description/Abstract:
MANA established in 2016 several special research programs, in the belief that “science can make strong advances through the integration ...
Keyword:
Collaboration and Integration of Research
,
Interdisciplinary Collaborative Research
,
International Center for Materials Nanoarchitectonics (WPI-MANA)
,
the Challenging Research Program (CRP)
, and
the Theory-Experiment Pairing Program (TEPP)
Resource Type:
Article
Author:
International Center for Materials Nanoarchitectonics (WPI-MANA)
and
International Center for Materials Nanoarchitectonics (WPI-MANA)
Date Uploaded:
05/01/2023
Date Modified:
19/01/2023
[MANA E-BULLETIN Vol.12 - Feature] The Go-To Guy for Ultra-Pure hBN Crystals
Description/Abstract:
Dr. Takashi Taniguchi is renowned for high-pressure synthesis of hBN (hexagonal boron nitride) crystals, a key material in nanotechnology...
Keyword:
Crystal Growth
,
High-pressure Synthesis
,
Quantum Physics and Devices
,
Superhard Materials
, and
Ultra-pure hBN (hexagonal boron nitride) Crystals
Resource Type:
Article
Author:
International Center for Materials Nanoarchitectonics (WPI-MANA)
and
International Center for Materials Nanoarchitectonics (WPI-MANA)
Date Uploaded:
05/01/2023
Date Modified:
19/01/2023
[MANA E-BULLETIN Vol.11 - Feature] An Interview with Dr. Yoshihiko TAKANO
Description/Abstract:
With their ability to transport electricity without loss and at zero resistance, superconductors are a technology that could solve a host...
Keyword:
Diamond Superconductors
,
High-Temperature Superconductors
,
Iron-based Superconductivity
,
Macroscopic Quantum Effect
, and
Serendipity
Resource Type:
Article
Author:
International Center for Materials Nanoarchitectonics (WPI-MANA)
and
International Center for Materials Nanoarchitectonics (WPI-MANA)
Date Uploaded:
05/01/2023
Date Modified:
19/01/2023
[MANA E-BULLETIN Vol.9 - Feature] Creating Systems that can Think, Feel -- and Smell
Description/Abstract:
MANA researchers are pursuing innovative technologies that mimic the functions of the human brain. Thinking and perception -- the hallmar...
Keyword:
Artificial Brain
,
Electronic devices
,
Nano-perceptive Olfactory System
,
Nanowires
, and
Neuromorphic Computing
Resource Type:
Article
Author:
International Center for Materials Nanoarchitectonics (WPI-MANA)
and
International Center for Materials Nanoarchitectonics (WPI-MANA)
Date Uploaded:
05/01/2023
Date Modified:
19/01/2023
[MANA E-BULLETIN Vol.8 - Feature] An Interview with prof. Allan S. Hoffman
Description/Abstract:
Two prominent researchers of WPI-MANA and University of Washington discuss the development of smart polymers and biomaterials Prof. Allan...
Keyword:
Controlled Drug Delivery
,
Polymeric Biomaterials
,
Smart Biomaterials
,
Smart Polymers and Hydrogels
, and
Surface Modification
Resource Type:
Article
Author:
International Center for Materials Nanoarchitectonics (WPI-MANA)
and
International Center for Materials Nanoarchitectonics (WPI-MANA)
Date Uploaded:
05/01/2023
Date Modified:
19/01/2023
[MANA E-BULLETIN Vol.7 - Feature] An Interview with Prof. Duncan Haldane
Description/Abstract:
Professor Duncan Haldane shares his insights on topics including the importance of science tuition at schools, mentoring research at univ...
Keyword:
Low-dimentional Quantum Magnetism
,
Nobel Prize Laureate (Physics)
,
Quantum Hall Effect
,
Topological Physics
, and
the Haldane Model
Resource Type:
Article
Author:
International Center for Materials Nanoarchitectonics (WPI-MANA)
and
International Center for Materials Nanoarchitectonics (WPI-MANA)
Date Uploaded:
05/01/2023
Date Modified:
19/01/2023
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Anisotropic permanent magnets fabricated by hot extrusion using a commercial Nd14Fe76Co3.4B6Ga0.6 (at%) powder (MQU-F™)
1
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