default author photo

Tianchyi Jim Yeh

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

DOWNLOADS

15

TOTAL CITATIONS

0

Scholarly Papers (2)

Actions:
Email selected abstracts
1.

Identification of spatiotemporal sensitivity of karst spring discharge to precipitation and evaporation: an LSTM–Transformer Decoder framework

Number of pages: 51 Posted: 13 Jun 2026
Xiping Yan, Meihong Ma, Yonghong Hao, Chunmei Ma, Wenrui Zhang, Qi Wang, Xiaogang Shi, Huiqing Hao, Xinyao Luo and Tianchyi Jim Yeh
affiliation not provided to SSRN, Tianjin Normal University, Tianjin Normal University, Tianjin Normal University, affiliation not provided to SSRN, University of South Carolina, University of Glasgow, Tianjin Normal University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 8

Abstract:

Loading...

Karst spring discharge, Discharge differences, LSTM, Transformer, Hydroclimatic sensitivity, Turning point

2.

Spatiotemporally differentiated threshold responses of karst spring discharge to precipitation/evaporation: An LSTM-TDs approach

Number of pages: 45 Posted: 04 Apr 2026
Xiping Yan, Yonghong Hao, Chunmei Ma, Wenrui Zhang, Qi Wang, Xiaogang Shi, Huiqing Hao, Xinyao Luo and Tianchyi Jim Yeh
affiliation not provided to SSRN, Tianjin Normal University, Tianjin Normal University, affiliation not provided to SSRN, University of South Carolina, University of Glasgow, Tianjin Normal University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 7 (1,584,314)

Abstract:

Loading...

Karst spring discharge, LSTM, Transformer, Attention mechanism, First-order differences, Nonlinear threshold