default author photo

Feilong Jiang

Lancaster University

Lancaster LA1 4YX

United Kingdom

SCHOLARLY PAPERS

4

DOWNLOADS

259

TOTAL CITATIONS

3

Scholarly Papers (4)

Element-Wise Multiplication Based Deeper Physics-Informed Neural Networks

Number of pages: 13 Posted: 23 Oct 2024
Feilong Jiang, Xiaonan Hou, Jianqiao Ye and Min Xia
Lancaster University, Lancaster University, Lancaster University and Western University
Downloads 73 (863,736)

Abstract:

Loading...

Physics-informed neural network, AI for Science, Numerical methods for PDE

Element-Wise Multiplication Based Deeper Physics-Informed Neural Networks

Number of pages: 14 Posted: 20 Dec 2024
Feilong Jiang, Xiaonan Hou, Jianqiao Ye and Min Xia
Lancaster University, Lancaster University, Lancaster University and Western University
Downloads 53 (1,049,673)

Abstract:

Loading...

Physics-Informed Neural Networks, deep learning, Partial differential equations

2.

Deeper-Pinns: Unlocking the Power of Deep Physics-Informed Neural Networks

Number of pages: 14 Posted: 27 May 2025
Feilong Jiang, Min Xia, Xiaonan Hou and Jianqiao Ye
Lancaster University, Western University, Lancaster University and Lancaster University
Downloads 58 (980,173)

Abstract:

Loading...

Physics-Informed Neural Networks, Deep learning, Partial differential equations

3.

Mask-PINNs: Mitigating Internal Covariate Shift in Physics-Informed Neural Networks

Number of pages: 18 Posted: 22 Oct 2025
Feilong Jiang, Xiaonan Hou, Jianqiao Ye and Min Xia
Lancaster University, Lancaster University, Lancaster University and Western University
Downloads 42 (1,157,785)

Abstract:

Loading...

Deep learning, Physics-informed neural networks, Partial differential equations, Scientific machine learning

4.

Spatio-Temporal Attention-Based Hidden Physics-Informed Neural Network for Remaining Useful Life Prediction

Number of pages: 14 Posted: 28 May 2024
Feilong Jiang, Xiaonan Hou and Min Xia
Lancaster University, Lancaster University and Western University
Downloads 33 (1,277,121)
Citation 3

Abstract:

Loading...

Remaining useful life (RUL), physics-informed machine learning, Feature fusion