Prediction of Flow Field Over Airfoils Based on Transformer Neural Network

Fast aerodynamics prediction of laminar airfoils based on deep attention network

(2023) Kuijun Zuo et al.   PHYSICS OF FLUIDS

A data-driven deep learning approach for predicting separation-induced transition of submarines

(2022) Yang Xuan et al.   PHYSICS OF FLUIDS

Airfoil design and surrogate modeling for performance prediction based on deep learning method

(2022) Qiuwan Du et al.   PHYSICS OF FLUIDS

Direct numerical simulation of turbulence and microphysics in the Pi Chamber

(2022) Theodore MacMillan et al.   Physical Review Fluids

A deep learning approach for the transonic flow field predictions around airfoils

(2022) Cihat Duru et al.   COMPUTERS & FLUIDS

Direct numerical simulation of hypersonic turbulent boundary layers: effect of spatial evolution and Reynolds number

(2022) Junji Huang et al.   JOURNAL OF FLUID MECHANICS

Large-Eddy Simulation of a wind turbine using a Filtered Actuator Line Model

(2022) Ronith Stanly et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

STA-TSN: Spatial-Temporal Attention Temporal Segment Network for action recognition in video

(2022) Guoan Yang et al.   PLoS One

Unsteady aerodynamic prediction for iced airfoil based on multi-task learning

(2022) Xu Wang et al.   PHYSICS OF FLUIDS

Lightweight Target-Aware Attention Learning Network-Based Target Tracking Method

(2022) Yanchun Zhao et al.   Mathematics

AMGNET: multi-scale graph neural networks for flow field prediction

(2022) Zhishuang Yang et al.   CONNECTION SCIENCE

Deep reinforcement learning for large-eddy simulation modeling in wall-bounded turbulence

(2022) Junhyuk Kim et al.   PHYSICS OF FLUIDS

Boundary layer wind tunnel tests of outdoor airflow field around urban buildings: A review of methods and status

(2022) Yi Zhao et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A Novel Target Tracking Scheme Based on Attention Mechanism in Complex Scenes

(2022) Yu Wang et al.   Electronics

Deep reinforcement learning for turbulence modeling in large eddy simulations

(2022) Marius Kurz et al.   INTERNATIONAL JOURNAL OF HEAT AND FLUID FLOW

Target Tracking Subject to Intermittent Measurements Using Attention Deep Neural Networks

(2022) Zachary I. Bell et al.   IEEE Control Systems Letters

A deep learning approach for the velocity field prediction in a scramjet isolator

(2021) Chen Kong et al.   PHYSICS OF FLUIDS

Anterior chamber angle classification in anterior segment optical coherence tomography images using hybrid attention based pyramidal convolutional network

(2021) Quan Zhou et al.   Biomedical Signal Processing and Control

A deep learning based prediction approach for the supercritical airfoil at transonic speeds

(2021) Di Sun et al.   PHYSICS OF FLUIDS

Deep learning methods for super-resolution reconstruction of turbulent flows

(2020) Bo Liu et al.   PHYSICS OF FLUIDS

Fast pressure distribution prediction of airfoils using deep learning

(2020) Xinyu Hui et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Attention mechanism-based CNN for facial expression recognition

(2020) Jing Li et al.   NEUROCOMPUTING

Fast flow field prediction over airfoils using deep learning approach

(2019) Vinothkumar Sekar et al.   PHYSICS OF FLUIDS

Prediction of aerodynamic flow fields using convolutional neural networks

(2019) Saakaar Bhatnagar et al.   COMPUTATIONAL MECHANICS