47 Publications (Page 2 of 2)
2022
Encoding diel hysteresis and the Birch effect in dryland soil respiration models through knowledge-guided deep learning. Frontiers in Environmental Science
. | Journal Article
 
Scalable deep learning for watershed model calibration
Mudunuru, Maruti K.⋅Son, Kyongho⋅Jiang, Peishi⋅Hammond, Glenn and Chen, Xingyuan
Frontiers in Earth Science, vol. 10. | Journal Article
 
Scalable deep learning for watershed model calibration. Frontiers in Earth Science
. | Journal Article
 
Using Ensemble Data Assimilation to Estimate Transient Hydrologic Exchange Flow Under Highly Dynamic Flow Conditions
Chen, Kewei⋅Song, Xuehang⋅Jiang, Peishi⋅Shuai, Pin⋅Hammond, Glenn and Zachara, John M.
Water Resources Research, vol. 58. | Journal Article
 
Using Mutual Information for Global Sensitivity Analysis on Watershed Modeling
Jiang, Peishi⋅Son, Kyongho⋅Mudunuru, Maruti K. and Chen, Xingyuan
Water Resources Research, vol. 58. | Journal Article
 
Using Mutual Information for Global Sensitivity Analysis on Watershed Modeling. Water Resources Research
. | Journal Article
2021
DART-PFLOTRAN: An ensemble-based data assimilation system for estimating subsurface flow and transport model parameters
Jiang, Peishi⋅Chen, Xingyuan⋅Anderson, Jeffrey⋅Collins, Nancy and Gharamti, Mohamad EL.
Environmental Modelling & Software, vol. 142, pp. 105074. | Journal Article
 
DART-PFLOTRAN: An ensemble-based data assimilation system for estimating subsurface flow and transport model parameters. Environmental Modelling & Software
. | Journal Article
 
Estimating Watershed Subsurface Permeability From Stream Discharge Data Using Deep Neural Networks
Cromwell, Erol⋅Shuai, Pin⋅Jiang, Peishi⋅Coon, Ethan T.⋅Painter, Scott L.⋅Moulton, J. David⋅Lin, Youzuo and Chen, Xingyuan
Frontiers in Earth Science, vol. 9. | Journal Article
 
Estimating Watershed Subsurface Permeability From Stream Discharge Data Using Deep Neural Networks. Frontiers in Earth Science
. | Journal Article
 
Explore Spatio-Temporal Learning of Large Sample Hydrology Using Graph Neural Networks
Sun, A.Y.⋅Jiang, P.⋅Mudunuru, M.K. and Chen, X.
Water Resources Research, vol. 57. | Journal Article
2020
Bundled Causal History Interaction
Jiang, Peishi and Kumar, Praveen
Entropy, vol. 22, pp. 360. | Journal Article
 
Bundled Causal History Interaction. Entropy
. | Journal Article
 
Debates—Does Information Theory Provide a New Paradigm for Earth Science? Causality, Interaction, and Feedback
Goodwell, Allison E.⋅Jiang, Peishi⋅Ruddell, Benjamin L. and Kumar, Praveen
Water Resources Research, vol. 56. | Journal Article
 
Debates-Does Information Theory Provide a New Paradigm for Earth Science? Causality, Interaction, and Feedback. Water Resources Research
. | Journal Article
2019
Information transfer from causal history in complex system dynamics. Physical Review E
. | Journal Article
 
Using Information Flow for Whole System Understanding From Component Dynamics. Water Resources Research
. | Journal Article
2018
Interactions of information transfer along separable causal paths. Physical Review E
. | Journal Article
2017
A service-oriented architecture for coupling web service models using the Basic Model Interface (BMI) Environmental Modelling & Software
. | Journal Article
2015
Incorporating daily rainfalls to derive rainfall DDF relationships at ungauged sites in Hong Kong and quantifying their uncertainty. Stochastic Environmental Research and Risk Assessment
. | Journal Article
2013
Establishing rainfall depth-duration-frequency relationships at daily raingauge stations in Hong Kong. Journal of Hydrology
. | Journal Article
 
Establishing rainfall depth–duration–frequency relationships at daily raingauge stations in Hong Kong. Journal of Hydrology
. | Journal Article