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#Machine learningの研究業績一覧

Optimization for modulation conditions in nanoparticle synthesis using tandem modulated induction thermal plasmas with intermittent synchronized feeding by machine learning

Reviews of Modern Plasma Physics, 9, article No. 11 (40pages)

#Machine learning
#Multi-objective design optimization
#Multi-objective optimization
#Neural network
#simulation

Optimization of energy distribution in hydraulic hammer forging considering billet jumping based on the three actuals

Journal of Advanced Mechanical Design, Systems, and Manufacturing, 19(1), JAMDSM0005(8pages)

#Machine learning
#Multi-objective design optimization
#Multi-objective optimization
#Neural network
#simulation

Numerical and experimental investigation of process parameters optimization in hammer forging for minimizing risk of crack

Journal of Advanced Mechanical Design, Systems, and Manufacturing, 18(7), JAMDSM0087(11pages)

#Machine learning
#Multi-objective design optimization
#Multi-objective optimization
#Neural network
#simulation

Optimal energy distribution in hydraulic hammer forging for minimizing total energy and forging load

The International Journal of Advanced Manufacturing Technology, 133, pp. 4967 - 4980

#Machine learning
#Multi-objective design optimization
#Multi-objective optimization
#Neural network, Simulation

Technical review on design optimization in forging

The International Journal of Advanced Manufacturing Technology, 132, pp. 4161 - 4189

#Machine learning
#Multi-objective design optimization
#Multi-objective optimization
#Neural network, Simulation

Recent developments on multiscale simulations for rheology and complex flow of polymers

Korea-Australia Rheology Journal, 36(4), 253-269 (2024)

#Machine learning
#Mesoscopic model
#Multiscale simulation
#Polymer
#Rheology
#Transport phenomena

Evaluation of mental workload during automobile driving using one-class support vector machine with eye movement data

Applied Ergonomics , Vol. 89, (2020)

#Cognitive capacity
#Distracted driving
#Machine learning

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