Physics-informed neural networks for optimization of polymer reactor design

Engineering

• Reactor Design 100%
• Computational Fluid Dynamics 66%
• Surrogate Model 33%
• Accurate Prediction 33%
• Physical Principle 33%
• Chemical Reactor 33%
• Numerical Methods 33%
• Design Optimization 33%
• Design Analysis 33%
• Computational Cost 33%
• Free Radical Polymerization 33%

Chemical Engineering

• Neural Network 100%
• Chemical Reactor 25%
• Learning System 25%
• Free Radical Polymerization 25%
• Ethylene 25%