Can We Trust LLMs for Complex Earth System Model Analysis? Silent Failure and Evidence from Module-Grounded Benchmarking
EGUsphere (preprint)
EGUsphere (preprint)
ESS Open Archive (preprint)
Research Square (preprint)
EGUsphere (preprint)
EGUsphere (preprint)
JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS, 2026
Nature Water, 2025
Journal of Hydrology, 2025
Journal of Hydrometeorology, 2025
Nature Communications, 2025
JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS, 2025
Journal of Open Source Software, 2024
Journal of Advances in Modeling Earth Systems, 2024
Journal of Hydrometeorology, 2024
Nature Communications, 2024
Geoscientific Model Development, 2024
Journal of Advances in Modeling Earth Systems, 2023
Journal of Advances in Modeling Earth Systems, 2023
Natural Hazards, 2023
Geoscientific Model Development, 2023
The Journal of Open Source Software, 2023
Journal of Geophysical Research: Atmospheres, 2023
Environmental Research Letters, 2023
Journal of Advances in Modeling Earth Systems, 2023
Water Resources Research, 2023
Hydrology and Earth System Sciences, 2022
Journal of Advances in Modeling Earth Systems, 2022
Report to U.S. Congress, 2022
Geoscientific Model Development, 2022
Hydrology and Earth System Sciences, 2022
Advances in Water Resources, 2022
Water Resources Research, 2022
Geoscientific Model Development, 2022
Water Resources Research, 2022
Journal of Advances in Modeling Earth Systems, 2022
Journal of Geophysical Research: Atmospheres, 2021
Applied Energy, 2020
Journal of Advances in Modeling Earth Systems, 2020
Journal of Advances in Modeling Earth Systems, 2020
Water, 2020
Journal of Geophysical Research: Atmospheres, 2019
Journal of Geophysics Research: Atmospheres , 2019
Journal of Advances in Modeling Earth Systems, 2019
Journal of Geophysical Research: Atmosphere, 2019
Journal of Advances in Modeling Earth Systems, 2019
Hydrology and Earth System Sciences, 2018
Environmental Research Letters, 2018
Journal of Hydrometeorology , 2018
Water Resources Research , 2018
Hydrological Processes , 2018
Environmental Research Letters, 2018
Hydrological Processes , 2018
Bulletin of the American Meteorological Society, 2017
Hydrology and Earth System Sciences, 2017
Water, 2017
Geoscientific Model Development, 2017
Terrestrial Water Cycle and Climate Change: Natural and Human-Induced Impacts; Geophysical Monograph 221; 57, 2016
Journal of Hydrometeorology, 2016
Journal of Hydrometeorology, 2014
Journal of Hydrometeorology, 2014
USDA Forest Service Report, 2013
Water Resources Research, 2013
Hydrological Processes, 2012
Progress in Natural Science, 2007