@article{CTT100898544, author = {A. Abekawa and Y. Minamoto and Kosuke Osawa and H. Shimamoto and M. Tanahashi}, title = {Exploration of robust machine learning strategy for subgrid scale stress modeling}, journal = {Physics of Fluids}, year = 2023, } @inproceedings{CTT100929381, author = {Haruya Shimamoto and Ye Wang and Sayaka Suzuki and MAMORU TANAHASHI}, title = {A GNN-BASED COMPREHENSIVE SGS STRESS MODEL FOR TURBULENCE AND TURBULENT COMBUSTION, 13th International Symposium on Turbulence and Shear Flow Phenomena}, booktitle = {}, year = 2024, } @inproceedings{CTT100929395, author = {Yuka Suga and Haruya Shimamoto and Hironobu Minami and Ye Wang and MAMORU TANAHASHI}, title = {Machine learning implemented large eddy simulation of turbulent premixed flames by an AI-assisted fractal dynamic sub-grid scale(FDSGS) model}, booktitle = {}, year = 2024, }