Vinothkumar Sekar

Fast flow field prediction over airfoils using deep learning approach

Vinothkumar Sekar, Qinghua Jiang, C. Shu et al. · Physics of Fluids · 2019 · 442 citations

Aeroacoustics, Deep Multilayer Perceptron, Deep Neural Networks +13

Inverse Design of Airfoil Using a Deep Convolutional Neural Network

Vinothkumar Sekar, Mengqi Zhang, C. Shu et al. · AIAA Journal · 2019 · 188 citations

Aeroacoustics, Convolutional Neural Network, Airfoil Geometry +14

An efficient multilayer RBF neural network and its application to regression problems

Qinghua Jiang, Lailai Zhu, C. Shu et al. · Neural Computing and Applications · 2021 · 79 citations

Model Optimization, Engineering, Machine Learning +7

Multilayer perceptron neural network activated by adaptive Gaussian radial basis function and its application to predict lid-driven cavity flow

Qinghua Jiang, Lailai Zhu, C. Shu et al. · Acta Mechanica Sinica · 2021 · 22 citations

Engineering, Machine Learning, Neural Network +3

Accurate near wall steady flow field prediction using Physics Informed Neural Network (PINN)

Vinothkumar Sekar, Qinghua Jiang, C. Shu et al. · arXiv (Cornell University) · 2022 · 12 citations · Full text