Sidi Wu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Deformable Mesh

Partial Differential Equations

Semantically Annotated

Top Venues

J. Comput. Phys.

GeoAI@SIGSPATIAL

Publications

Sidi Wu, Cédric Beaulac, Jiguo Cao
Functional Autoencoder for Smoothing and Representation Learning. CoRR (2024)
Hang Hu, Sidi Wu, Guoxiong Cai, Na Liu
A Physics-driven GraphSAGE Method for Physical Process Simulations Described by Partial Differential Equations. CoRR (2024)
Sidi Wu, Yizi Chen, Samuel Mermet, Lorenz Hurni, Konrad Schindler, Nicolas Gonthier, Loïc Landrieu
StegoGAN: Leveraging Steganography for Non-Bijective Image-to-Image Translation. CoRR (2024)
Sidi Wu, Aiqing Zhu, Yifa Tang, Benzhuo Lu
Solving parametric elliptic interface problems via interfaced operator network. J. Comput. Phys. 514 (2024)
Sidi Wu, Yizi Chen, Konrad Schindler, Lorenz Hurni
Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical Maps. SIGSPATIAL/GIS (2023)
Cédric Beaulac, Sidi Wu, Erin Gibson, Michelle F. Miranda, Jiguo Cao, Leno Rocha, Mirza Faisal Beg, Farouk S. Nathoo
Neuroimaging feature extraction using a neural network classifier for imaging genetics. BMC Bioinform. 24 (1) (2023)
Sidi Wu, Cédric Beaulac, Jiguo Cao
Neural networks for scalar input and functional output. Stat. Comput. 33 (5) (2023)
Sidi Wu, Aiqing Zhu, Yifa Tang, Benzhuo Lu
Solving parametric elliptic interface problems via interfaced operator network. CoRR (2023)
Sidi Wu, Yizi Chen, Konrad Schindler, Lorenz Hurni
Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical Maps. CoRR (2023)
Aiqing Zhu, Sidi Wu, Yifa Tang
Error analysis based on inverse modified differential equations for discovery of dynamics using linear multistep methods and deep learning. CoRR (2022)
Sidi Wu, Raimund Schnürer, Magnus Heitzler, Lorenz Hurni
Unsupervised historical map registration by a deformation neural network. GeoAI@SIGSPATIAL (2022)
Sidi Wu, Aiqing Zhu, Benzhuo Lu
On convergence of neural network methods for solving elliptic interface problems. CoRR (2022)
Cédric Beaulac, Sidi Wu, Erin Gibson, Michelle F. Miranda, Jiguo Cao, Leno Rocha, Mirza Faisal Beg, Farouk S. Nathoo
Neuroimaging Feature Extraction using a Neural Network Classifier for Imaging Genetics. CoRR (2022)
Sidi Wu, Cédric Beaulac, Jiguo Cao
Neural Networks for Scalar Input and Functional Output. CoRR (2022)
Sidi Wu, Benzhuo Lu
INN: Interfaced neural networks as an accessible meshless approach for solving interface PDE problems. J. Comput. Phys. 470 (2022)
Barinder Thind, Sidi Wu, Richard Groenewald, Jiguo Cao
FuncNN: An R Package to Fit Deep Neural Networks Using Generalized Input Spaces. CoRR (2020)
Sidi Wu, Lukas Liebel, Marco Körner
Derivation of Geometrically and Semantically Annotated UAV Datasets at Large Scales from 3D City Models. ICPR (2020)