Koji Fukagata

Orcid: 0000-0003-4805-238X

According to our database1, Koji Fukagata authored at least 8 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Reconstructing Three-Dimensional Bluff Body Wake from Sectional Flow Fields with Convolutional Neural Networks.
SN Comput. Sci., March, 2024

2023
Super-Resolution Analysis via Machine Learning: A Survey for Fluid Flows.
CoRR, 2023

2022
Towards quantum computing of turbulence.
Nat. Comput. Sci., 2022

Generalization techniques of neural networks for fluid flow estimation.
Neural Comput. Appl., 2022

Applying Bayesian optimization with Gaussian process regression to computational fluid dynamics problems.
J. Comput. Phys., 2022

2021
Model Order Reduction with Neural Networks: Application to Laminar and Turbulent Flows.
SN Comput. Sci., 2021

Global field reconstruction from sparse sensors with Voronoi tessellation-assisted deep learning.
Nat. Mach. Intell., 2021

Assessments of model-form uncertainty using Gaussian stochastic weight averaging for fluid-flow regression.
CoRR, 2021


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