Chikashi Shinagawa

Presentation History

2024 MRS Fall Meeting & Exhibit

Finite-Temperature Crystal Structure Prediction with Universal Neural Network Potential and Free Energy Calculation

Dec 6, 2024, 11:00 AM

2024 MRS Fall Meeting & Exhibit

Support for 96 Elements and Improved Robustness of Universal Neural Network Potential PFP

Dec 5, 2024, 2:30 PM

2024 MRS Fall Meeting & Exhibit

Towards r2SCAN-level Universal Neural Network Potential for Materials Discovery

Dec 5, 2024, 2:15 PM

2024 MRS Fall Meeting & Exhibit

Multi-Objective Bayesian Optimization for Materials Discovery with Neural Network Potential—An Application to Li-Ion Battery Cathode Material

Dec 4, 2024, 11:00 AM

2023 MRS Fall Meeting & Exhibit

Efficient Crystal Structure Prediction using Universal Neural Network Potential and Genetic Algorithm

Nov 29, 2023, 8:00 AM

2023 MRS Fall Meeting & Exhibit

Neural Network Potential for Arbitrary Combination of 72 Elements Trained Against Large Scale Dataset

Nov 28, 2023, 2:45 PM

2023 MRS Fall Meeting & Exhibit

Investigation of Phase Stability and Ionic Conductivity of Solid Electrolytes Li₁₀MP₂S_12-xO_x (M = Ge, Si, or Sn) with Universal Neural Network Potential

Nov 28, 2023, 9:00 AM