Tianchi Yu

According to our database, Tianchi Yu authored at least 8 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Sinc Kolmogorov-Arnold network and its application for solving PDEs with singularities.

Tianchi Yu, Jingwei Qiu, Jiang Yang, Ivan V. Oseledets

Neural Networks, 2026

Spectral informed neural networks.

Tianchi Yu, Yiming Qi, Ivan V. Oseledets, Shiyi Chen

J. Comput. Appl. Math., 2026

Quasi-random physics-informed neural networks.

Tianchi Yu, Ivan V. Oseledets

Neurocomputing, 2026

2024

Sinc Kolmogorov-Arnold Network and Its Applications on Physics-informed Neural Networks.

Tianchi Yu, Jingwei Qiu, Jiang Yang, Ivan V. Oseledets

CoRR, 2024

Fourier Spectral Physics Informed Neural Network: An Efficient and Low-Memory PINN.

Tianchi Yu, Yiming Qi, Ivan V. Oseledets, Shiyi Chen

CoRR, 2024

Astral: training physics-informed neural networks with error majorants.

Vladimir Fanaskov, Tianchi Yu, Alexander Rudikov, Ivan V. Oseledets

CoRR, 2024

2023

Security for Distributed Machine Learning.

Laurent Gomez, Tianchi Yu, Patrick Duverger

Proceedings of the 20th International Conference on Security and Cryptography, 2023

General Covariance Data Augmentation for Neural PDE Solvers.

Vladimir Fanaskov, Tianchi Yu, Alexander Rudikov, Ivan V. Oseledets

Proceedings of the International Conference on Machine Learning, 2023