Sidi Wu

16 papers B 1Journal 15

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	A Physics-driven GraphSAGE Method for Physical Process Simulations Described by Partial Differential Equations. CoRR Hang Hu, Sidi Wu, Guoxiong Cai, Na Liu
2024	J	`jnl`	Error Analysis Based on Inverse Modified Differential Equations for Discovery of Dynamics Using Linear Multistep Methods and Deep Learning. SIAM J. Numer. Anal. Aiqing Zhu, Sidi Wu, Yifa Tang
2024	J	`jnl`	Fine-Tuning DeepONets to Enhance Physics-informed Neural Networks for solving Partial Differential Equations. CoRR Sidi Wu
2024	J	`jnl`	Functional Autoencoder for Smoothing and Representation Learning. CoRR Sidi Wu, Cédric Beaulac, Jiguo Cao
2024	J	`jnl`	Functional autoencoder for smoothing and representation learning. Stat. Comput. Sidi Wu, Cédric Beaulac, Jiguo Cao
2024	J	`jnl`	Solving parametric elliptic interface problems via interfaced operator network. J. Comput. Phys. Sidi Wu, Aiqing Zhu, Yifa Tang, Benzhuo Lu
2023	J	`jnl`	Neural networks for scalar input and functional output. Stat. Comput. Sidi Wu, Cédric Beaulac, Jiguo Cao
2023	J	`jnl`	Neuroimaging feature extraction using a neural network classifier for imaging genetics. BMC Bioinform. Cédric Beaulac, Sidi Wu, Erin Gibson, Michelle F. Miranda, Jiguo Cao, Leno Rocha, Mirza Faisal Beg, Farouk S. Nathoo
2023	J	`jnl`	Solving parametric elliptic interface problems via interfaced operator network. CoRR Sidi Wu, Aiqing Zhu, Yifa Tang, Benzhuo Lu
2022	J	`jnl`	Error analysis based on inverse modified differential equations for discovery of dynamics using linear multistep methods and deep learning. CoRR Aiqing Zhu, Sidi Wu, Yifa Tang
2022	J	`jnl`	INN: Interfaced neural networks as an accessible meshless approach for solving interface PDE problems. J. Comput. Phys. Sidi Wu, Benzhuo Lu
2022	J	`jnl`	Neural Networks for Scalar Input and Functional Output. CoRR Sidi Wu, Cédric Beaulac, Jiguo Cao
2022	J	`jnl`	Neuroimaging Feature Extraction using a Neural Network Classifier for Imaging Genetics. CoRR Cédric Beaulac, Sidi Wu, Erin Gibson, Michelle F. Miranda, Jiguo Cao, Leno Rocha, Mirza Faisal Beg, Farouk S. Nathoo
2022	J	`jnl`	On convergence of neural network methods for solving elliptic interface problems. CoRR Sidi Wu, Aiqing Zhu, Benzhuo Lu
2020	B	`conf`	Derivation of Geometrically and Semantically Annotated UAV Datasets at Large Scales from 3D City Models. ICPR Sidi Wu, Lukas Liebel, Marco Körner
2020	J	`jnl`	FuncNN: An R Package to Fit Deep Neural Networks Using Generalized Input Spaces. CoRR Barinder Thind, Sidi Wu, Richard Groenewald, Jiguo Cao