Autoencoder based on Graph and Recurrent Neural Networks and Application to Property Prediction
- Akihiro Kishimoto
- Hiroshi Kajino
- et al.
- 2023
- MRS Fall Meeting 2023
Poster
Publications
24 results for Akihiro Kishimoto
Designing Machine Learning Pipeline Toolkit for AutoML Surrogate Modeling Optimization
- Paulito Palmes
- Akihiro Kishimoto
- et al.
- 2023
- JuliaCon 2023
Conference paperAutomated Artificial-intelligence Inverse Design of Polymer Membranes for CO2 Capture and Separation
- Ronaldo Giro
- Hsianghan Hsu
- et al.
- 2022
- MRS Fall Meeting 2022
TalkAccelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD)
- Matteo Manica
- Joris Cadow
- et al.
- 2022
- MRS Fall Meeting 2022
TalkA Data-driven Discovery Pipeline for Flue Gas Separation Homopolymer Membranes
- Hsianghan Hsu
- Matteo Manica
- et al.
- 2022
- MRS Fall Meeting 2022
TalkAccelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD)
- Matteo Manica
- Joris Cadow
- et al.
- 2022
- ACS Fall 2022
Conference paperMolecular Descriptors Accounting for Intramolecular Interactions and Application to Chemical Property Prediction
- Lisa Hamada
- Seiji Takeda
- et al.
- 2022
- ACS Fall 2022
Short paperMolecular Descriptors Based on Global Structure Information of Substructures
- Lisa Hamada
- Seiji Takeda
- et al.
- 2022
- JSAI 2022
Conference paperComputational Design and Validation of Polymer Membranes with high CO2 Permeability
- Hsianghan Hsu
- Ronaldo Giro
- et al.
- 2022
- APS March Meeting 2022
Conference paperEvaluating Classical Molecular Dynamics Methods for the Validation of Carbon Dioxide Separation Performance in Polymer Membranes
- Ronaldo Giro
- Hsianghan Hsu
- et al.
- 2021
- MRS Fall Meeting 2021
Short paper