Satoki Ishiai

3PUBLICATIONS
5CO-AUTHORS
Structure and dynamics of materialsDeep learningNeural networks
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Publications (3)

|Feb 13, 2024
Novel approach for designing order parameters of clathrate hydrate structures by graph neural network.

Satoki Ishiai, Katsuhiro Endo, Paul E Brumby

|Jan 08, 2024
Graph-Neural-Network-Based Unsupervised Learning of the Temporal Similarity of Structural Features Observed in Molecular Dynamics Simulations.

Satoki Ishiai, Ikki Yasuda, Katsuhiro Endo

|Aug 08, 2023
Graph neural networks classify molecular geometry and design novel order parameters of crystal and liquid.

Satoki Ishiai, Katsuhiro Endo, Kenji Yasuoka

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