44 Publications (Page 1 of 2)
2026
Evaluating post-fire watershed response to varying burn severity and precipitation regimes using fully-distributed and integrated hydrologic models. Journal of Hydrology
. | Journal Article
2025
Allometric Scaling of Hyporheic Respiration Across Basins in the Pacific Northwest United States. Journal of Geophysical Research: Biogeosciences
. | Journal Article
 
Allometric scaling of hyporheic respiration across basins in the Pacific Northwest USA
 
Deciphering Watershed Transport Process: A Differentiable Hybrid SAS Function Approach
 
Inverse Mapping of the Collision Kernel and Wall Flux Scaling in a Tall Convection-Cloud Chamber Using Local Sensors and Knowledge-Informed Deep Learning
 
JAX‐CanVeg: A Differentiable Land Surface Model. Water Resources Research
. | Journal Article
 
Probabilistic Diffusion Models Advance Extreme Flood Forecasting. Geophysical Research Letters
. | Journal Article
2024
Allometric scaling of hyporheic respiration across basins in the Pacific Northwest USA
 
Bridging Hydrological Ensemble Simulation and Learning Using Deep Neural Operators. Water Resources Research
. | Journal Article
 
Deciphering the Role of Total Water Storage Anomalies in Mediating Regional Flooding. Geophysical Research Letters
. | Journal Article
 
Integrated Effects of Site Hydrology and Vegetation on Exchange Fluxes and Nutrient Cycling at a Coastal Terrestrial-Aquatic Interface. Water Resources Research
. | Journal Article
 
Lambda-PFLOTRAN 1.0: a workflow for incorporating organic matter chemistry informed by ultra high resolution mass spectrometry into biogeochemical modeling. Geoscientific Model Development
. | Journal Article
 
Learning Constitutive Relations From Soil Moisture Data via Physically Constrained Neural Networks. Water Resources Research
. | Journal Article
 
Novel principal component analysis tool based on python for analysis of complex spectra of time-of-flight secondary ion mass spectrometry. Journal of Vacuum Science & Technology A: Vacuum, Surfaces, and Films
. | Journal Article
 
Optimizing parameter learning and calibration in an integrated hydrological model: Impact of observation length and information. Journal of Hydrology
. | Journal Article
2023
A hydrogeophysical framework to assess infiltration during a simulated ecosystem-scale flooding experiment. Journal of Hydrology
. | Journal Article
 
Efficient Super‐Resolution of Near‐Surface Climate Modeling Using the Fourier Neural Operator. Journal of Advances in Modeling Earth Systems
. | Journal Article
 
Evaluating the effects of burn severity and precipitation on post-fire watershed responses using distributed hydrologic models
 
Integrated Effects of Site Hydrology and Vegetation on Exchange Fluxes and Nutrient Cycling at a Coastal Terrestrial-Aquatic Interface
 
Knowledge-informed deep learning for hydrological model calibration: an application to Coal Creek Watershed in Colorado
Jiang, P.⋅Shuai, P.⋅Sun, A.⋅Mudunuru, M.K. and Chen, X.
Hydrology and Earth System Sciences, vol. 27, pp. 2621-2644. | Journal Article
 
The importance of explicitly representing the streambed in watershed models. Hydrological Processes
. | Journal Article
2022
A graph neural network (GNN) approach to basin-scale river network learning: the role of physics-based connectivity and data fusion
Sun, A.Y.⋅Jiang, P.⋅Xie, Y. and Chen, X.
Hydrology and Earth System Sciences, vol. 26, pp. 5163-5184. | Journal Article
 
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