Index Catalog // MDR

Description/Abstract:: We report for the first time that PDMS rubber sorbs an extremely large amount of CO2 (792 mg g−1) at near the condensation pressure at a ...
Keyword:: CO2 recovery, Flory-Huggins theory, PDMS, carbon dioxide, gas adsorption, gas separation, and sorption enthalpy
Resource Type:: Article
Author:: Mizuki Inoue, Edhuan Ismail, Sadaki Samitsu, Hirofumi Kanoh, and Izumi Ichinose
Journal:: CHEMISTRY LETTERS
Date Uploaded:: 11/05/2023

Description/Abstract:: A polymer solution can be flash-frozen to prepare homopolymers with mesoporous structures in a template-free manner. The flash-freezing m...
Keyword:: ice templating, nanocrystal, and nanoporous polymers
Resource Type:: Article
Author:: Sadaki Samitsu, Sirawit Pruksawan, Hideaki Yokoyama, and Izumi Ichinose
Journal:: Macromolecules
Date Uploaded:: 09/05/2023
Date Modified:: 10/05/2023

Description/Abstract:: This tutorial aims to give an introduction of how to use a deep generative model, conditional generative adversarial network (CGAN). The ...
Keyword:: Deep learning; Generative adversarial network; Inverse design; Microstructure; Mechanical metamaterial
Resource Type:: Software
Data origin:: informatics and data science
Author:: Xiaoyang Zheng, Ta-Te Chen, Xiaofeng Guo, Sadaki Samitsu, and Ikumu Watanabe
Journal:: Materials & Design
Date Uploaded:: 21/03/2023

Description/Abstract:: As typical mechanical metamaterials with negative Poisson's ratios, auxetic metamaterials exhibit counterintuitive auxetic behaviors tha...
Keyword:: Additive manufacturing, Generative adversarial network, Metamaterial, Negative Poisson’s ratio, and Voronoi tessellation
Resource Type:: Article
Author:: Xiaoyang Zheng, Ta-Te Chen, Xiaofeng Guo, Sadaki Samitsu, and Ikumu Watanabe
Date Uploaded:: 28/02/2023

Description/Abstract:: The facile fabrication of mesoporous materials using commodity polymers and improvements in the thermal and mechanical stabilities of the...
Keyword:: Aromatic compounds, Catalyst supports, Hydrocarbons, Nanofibers, and Physiology
Resource Type:: Article
Author:: Sadaki Samitsu
Journal:: Macromolecules
Date Uploaded:: 02/08/2022
Date Modified:: 03/08/2022

Description/Abstract:: Machine learning is emerging as a powerful tool for the discovery of novel high-performance functional materials. However, experimental d...
Keyword:: Machine learning, active learning, and adhesive
Resource Type:: Article
Author:: Pruksawan, Sirawit, Lambard, Guillaume, Samitsu, Sadaki, Sodeyama, Keitaro, and Naito, Masanobu
Journal:: Science and Technology of Advanced Materials
Date Uploaded:: 02/01/2021
Date Modified:: 18/10/2022

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