Model Reduction and Neural Networks
연구주제 · Statistical and Nonlinear Physics
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Surrogate modeling of slot-die coating manifold for lithium-ion batter · Simultaneous optimization of reactor design and operating conditions u · Physics-informed deep learning for data-driven solutions of computatio · Multiphysics generalization in a polymerization reactor using physics- · Development of surrogate model using CFD and deep neural networks to o · Optimizing a Physics-Informed Machine Learning Model for Pulsatile She · Physics-informed neural networks for learning fluid flows with symmetr