49 records found.
Automatic extraction of materials and properties from superconductors scientific literature
- Journal
- Creator
-
Luca Foppiano
;
Pedro Baptista Castro
;
Pedro Ortiz Suarez
;
Kensei Terashima
;
Yoshihiko Takano
;
Masashi Ishii
- Keyword
- Materials informatics, superconductors, machine learning, NLP, TDM
- Date published
- 2023-12-31
- Updated at
- 2024-01-05 22:12:53 +0900
Unveiling the principle descriptor for predicting the electron inelastic mean free path based on a machine learning framework
- Article
- Creator
-
Xun Liu
;
Zhufeng Hou
;
Dabao Lu
;
Bo Da
;
Hideki Yoshikawa
;
Shigeo Tanuma
;
Yang Sun
;
Zejun Ding
- Keyword
- machine learning, inelastic mean free path, LASSO
- Date published
- 2019-12-31
- Updated at
- 2024-09-05 16:30:30 +0900
Machine learning approach for the prediction of electron inelastic mean free paths
- Article
- Creator
-
Xun Liu
;
Lihao Yang
;
Zhufeng Hou
;
Bo Da
;
Kenji Nagata
;
Hideki Yoshikawa
;
Shigeo Tanuma
;
Yang Sun
;
Zejun Ding
- Keyword
- machine learning, inelastic mean free path
- Date published
- 2021-03-24
- Updated at
- 2024-01-05 22:13:49 +0900
Essential structural and experimental descriptors for bulk and grain boundary conductivities of Li solid electrolytes
- Article
- Creator
-
Yen-Ju Wu
;
Takehiro Tanaka
;
Tomoyuki Komori
;
Mikiya Fujii
;
Hiroshi Mizuno
;
Satoshi Itoh
;
Tadanobu Takada
;
Erina Fujita
;
Yibin Xu
- Keyword
- Ionic conductivity, machine learning, grain boundary, ionic conductor, Li battery, grain size, descriptor
- Date published
- 2020-01-31
- Updated at
- 2024-01-05 22:11:22 +0900
Rapid discovery of new Eu2+-activated phosphors with a designed luminescence color using a data-driven approach
- Article
- Creator
-
Yukinori Koyama
;
Hidekazu Ikeno
;
Masamichi Harada
;
Shiro Funahashi
;
Takashi Takeda
;
Naoto Hirosaki
- Keyword
- phosphor, materials design, machine learning, luminescence, emission spectrum, Eu2+
- Date published
- 2022-11-29
- Updated at
- 2024-01-05 22:11:23 +0900
Supercon 2 Dataset
- Dataset
- Creator
-
Foppiano, Luca
- Keyword
- tdm, materials science , superconductors, machine learning, dataset
- Date published
- 2022-09-10
- Updated at
- 2022-10-18 10:11:01 +0900
Automatic Extraction of Materials and Properties from Superconductors Scientific Literature
- Article
- Creator
-
Foppiano Luca
;
Baptista de Castro, Pedro
;
Ortiz Suarez, Pedro
;
Terashima, Kensei
;
Takano, Yoshihiko
;
Ishii, Masashi
- Keyword
- tdm, machine learning, materials science, superconductors, database
- Date published
- 2022-09-15
- Updated at
- 2022-10-16 01:44:51 +0900
Automatic Identification and Normalisation of Physical Measurements in Scientific Literature
- Article
- Creator
-
FOPPIANO, Luca
;
ROMARY, Laurent
;
ISHII, Masashi
;
TANIFUJI, Mikiko
- Keyword
- tdm, physical quantities, machine learning
- Date published
- 2019-09-23
- Updated at
- 2022-10-03 02:00:14 +0900
Automatic Threshold Prediction of Photoelectron Yield Spectroscopy (PYS) by Machine Learning
- Article
- Creator
-
YAGYU, Shinjiro
;
YOSHITAKE, Michiko
;
CHIKYOW, Toyohiro
;
NAGATA, Takahiro
- Keyword
- threshold, machine learning, photoelectron yield spectroscopy
- Date published
- 2020-06-10
- Updated at
- 2024-01-05 22:12:44 +0900