Akinori Sato

Research

My research focuses on the three topics below. Detailed write-ups for each are coming soon.

Molecular Foundation Models

Molecular Foundation Models

Foundation models that learn universal representations from large-scale molecular data.

Chemical Language Models

Chemical Language Models

Language models over chemical strings (e.g., SMILES) for molecular generation and prediction.

Data-driven Molecular Design

Data-driven Molecular Design

Molecular design and optimization combining experimental data with machine learning.