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lin li

affiliation not provided to SSRN

SCHOLARLY PAPERS

4

DOWNLOADS

155

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Domain-Decomposed Physics-Informed Neural Network for One-Dimensional Soil Consolidation Under Multi-Step Surcharge Loading

Number of pages: 46 Posted: 29 Apr 2025
Donghua University, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 62 (951,658)

Abstract:

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PINN, domain decomposition, excess pore water pressure, soil consolidation

2.

A Learning Rate Decay Strategy and Domain-Decomposition Technique Enhanced Physics-Informed Neural Networks for Pile Deformation Analysis Under Sophisticated Loading Scenarios

Number of pages: 56 Posted: 29 Apr 2025
Tongji University, Tongji University, affiliation not provided to SSRN and Donghua University
Downloads 36 (1,263,436)

Abstract:

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Physics-informed neural networks, Piles deformation analysis, Learning rate decay, Self-activate normalization factor, Domain-decomposition method

3.

Domain-Decomposed PINNs with Optimized Learning Rate Decay for Flexible Piles under Complex Loading

Number of pages: 58 Posted: 10 Oct 2025
Tongji University, Tongji University, affiliation not provided to SSRN and Donghua University
Downloads 34 (1,277,121)

Abstract:

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Physics-informed neural networks, Piles deformation analysis, Learning rate decay, Activate normalization, Domain-decomposition technique

4.

Model test study on polyurethane grouting repair for gas pipelines in mining subsidence areas

Number of pages: 51 Posted: 16 Jan 2026
Zhengzhou University, Tongji University, affiliation not provided to SSRN, affiliation not provided to SSRN, Zhengzhou University and affiliation not provided to SSRN
Downloads 23 (1,411,822)

Abstract:

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Gas pipeline, Polyurethane, Grouting repair, Mechanical responses, Mining subsidence area