Publications

25 results for Akihiro Kishimoto

A transformer based large-scale molecular representation model
- - Indra Priyadarsini S
  - Seiji Takeda
  - et al.
- 2023
- MRS Fall Meeting 2023
Designing Machine Learning Pipeline Toolkit for AutoML Surrogate Modeling Optimization
- - Paulito Palmes
  - Akihiro Kishimoto
  - et al.
- 2023
- JuliaCon 2023
Automated Artificial-intelligence Inverse Design of Polymer Membranes for CO₂ Capture and Separation
- - Ronaldo Giro
  - Hsianghan Hsu
  - et al.
- 2022
- MRS Fall Meeting 2022
A Data-driven Discovery Pipeline for Flue Gas Separation Homopolymer Membranes
- - Hsianghan Hsu
  - Matteo Manica
  - et al.
- 2022
- MRS Fall Meeting 2022
Accelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD)
- - Matteo Manica
  - Joris Cadow
  - et al.
- 2022
- MRS Fall Meeting 2022
A Data-driven Discovery Pipeline for Flue Gas Separation Homopolymer Membranes
- - Hsianghan Hsu
  - Matteo Manica
  - et al.
- 2022
- MRS Fall Meeting 2022
Accelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD)
- - Matteo Manica
  - Joris Cadow
  - et al.
- 2022
- ACS Fall 2022
Molecular Descriptors Accounting for Intramolecular Interactions and Application to Chemical Property Prediction
- - Lisa Hamada
  - Seiji Takeda
  - et al.
- 2022
- ACS Fall 2022
Molecular Descriptors Based on Global Structure Information of Substructures
- - Lisa Hamada
  - Seiji Takeda
  - et al.
- 2022
- JSAI 2022
Computational Design and Validation of Polymer Membranes with high CO2 Permeability
- - Hsianghan Hsu
  - Ronaldo Giro
  - et al.
- 2022
- APS March Meeting 2022