Fukushima Naoya

准教授
学位：博士（工学）

基本情報

所属

Undergraduate School of Engineering / Department of Mechanical Engineering
Undergraduate School of Engineering / Department of Prime Mover Engineering
Graduate School of Science and Technology / Course of Science and Technology
Graduate School of Engineering / Course of Mechanical Engineering

研究と関連するSDGs

詳細情報

研究分野

Manufacturing technology (mechanical, electrical/electronic, chemical engineering) Thermal engineering
Manufacturing technology (mechanical, electrical/electronic, chemical engineering) Fluid engineering

論文

REDUCED ORDER MODEL OF UNSTEADY FLOW USING CNN AND LSTM

Prediction of Unsteady Flow using Autoencoder Network with Convolutional LSTM

Estimation of Turbulent Flow from Wall Information via Machine Learning

Heat transfer enhancement and torque reduction by traveling wave-like blowing and suction in turbulent taylor–couette flow

Proposal of Novel Icing Simulation Using a Hybrid Grid- And Particle-Based Method

Numerical simulation of the anti-icing performance of electric heaters for icing on the NACA 0012 airfoil

Effect of characteristic phenomena and temperature on super-cooled large droplet icing on NACA0012 airfoil and axial fan blade

Fundamental Investigation to Predict Ice Crystal Icing in Jet Engine

Torque Reduction Effect, Relaminarization Phenomenon, and Heat Transfer by Traveling Wave-like Blowing and Suction in Turbulent Taylor-Couette Flow

Prediction of turbulent flows from wall information with deep learning

Direct numerical simulation of Taylor–Couette turbulent flow controlled by a traveling wave-like blowing and suction

Quantitative contribution of laminar, turbulence and secondary flow to velocity and temperature in rhombic ducts

Effect of control parameters of traveling-wave blowing and suction on relaminarization phenomenon in fully developed turbulent Taylor-Couette flow

DNS investigation on anisotropy and inhomogeneity of Reynolds stress in rhombic ducts

Numerical Simulations of Sand Erosion on Coated CMC Vanes and End Walls in Low Pressure Turbine

Numerical simulation of solidification phenomena of single molten droplet on flat plate using E-MPS method

Numerical investigation for effect of heating area on ice accretion in NACA012 airfoil

Influence of control parameters of traveling-wave blowing and suction in turbulent Taylor-Couette flow

Icing Simulation of NACA0012 Airfoil with Local Surface Heating

ICING SIMULATION OF SUPER COOLED WATER DROPLET IMPINGING ON THE NACA0012 AIRFOIL BY MEANS OF E-MPS METHOD

講演・口頭発表等

Convolutional Neural Network based Prediction of Turbulent Channel Flow from Cross-Section Information
ICING SIMULATION OF SUPER COOLED WATER DROPLET IMPINGING ON THE NACA0012 AIRFOIL BY MEANS OF E-MPS METHOD
Numerical Investigation on Tsunami Suppression by Submerged Breakwater
Quantitative Evaluation of Effect of Jet Temperature on Acoustic Waves from Supersonic Jets at Mach 2.0 by Large Eddy Simulations
Reproduction of Deposition Phenomenon on Turbine Blade UsingMoving Semi-Implicit Method
Effect of SLD characteristics phenomena on icing on axial fan blade
Effect of evaporation on melting ratio of ice crystals flowing in jet engine,
Numerical Simulations of Sand Erosion on Coated and Uncoated CMC Vanes in Low Pressure Turbine
海中防波堤設置条件による津波抑制効果への影響の数値的研究
テイラークエット乱流における進行波状吹出し・吸込み制御パラメータの影響
Direct numerical simulation of turbulent Taylor-Couette flow controlled by a traveling wave-like blowing and suction for drag reduction
Effects of the shear layer growth rate on the supersonic jet noise
Numerical Simulation of Solidification Phenomena of Molten Droplet at Different Impact Angles to Substrate,
Effect of initial melting ratio on ice crystal icing simulation of 2D compressor stator blade
進行波状吹出し・吸込み制御を与えたテイラークエット乱流の直接数値シミュレーション、平行平板間乱流における多層ニューラルネットを用いた抵抗低減制御の直接数値計算

所属学会

COMBUSTION SOCIETY OF JAPAN
THE JAPAN SOCIETY OF FLUID MECHANICS

共同研究・競争的資金等の研究課題

Creation and implementation of an innovative flow control paradigm utilizing machine learning

Development of Modeling and Multi-Physics Predicition Methods for Particulate Deposition in Jet Engine

Construction of feature extraction method for turbulence big data by machine learning

Traveling wave like control in turbulent boundary layer flow for relaminarization phenomenon and simultaneous achievement of skin-friction drag reduction and heat transfer enhancement

Development of Hybrid Particle/Grid-Based Icing Simulation Code Applicable to Jet Engine

Investigation on Interference Mechanisms on Turbulent Lean Flame and Walls during Charge Compression Ignition Process

A Study on Multi-Hierarchical Structures of Turbulent Premixed Flame by Multi-Dimensional Combined Laser Diagnostics and GPU-Cloud DNS

DNS of Turbulent Combustion in HCCI Engine by GPU-Cloud Supercomputer

Turbulent Momentum and Heat Transfer Mechanisms in Conduits of Complex Geometry

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