Efficient Bayesian experimental design for contaminant source identification

Jiangjiang Zhang, Lingzao Zeng, Cheng Chen, +2

Water Resources Research

Groundwater QualityEnvironmental MonitoringEngineeringSource ApportionmentContaminant Source Identification +15

An adaptive Gaussian process‐based method for efficient Bayesian experimental design in groundwater contaminant source identification problems

Jiangjiang Zhang, Weixuan Li, Lingzao Zeng, +1

Water Resources Research

Bayesian StatisticBayesian Decision TheoryEngineeringMarkov Chain Monte CarloBayesian Inference +18

Escalating arsenic contamination throughout Chinese soils

Shuyou Zhang, Jiangjiang Zhang, Lili Niu, +9

Nature Sustainability

Environmental ChemistryEngineeringArsenic ContaminationMetal ContaminationMetalloid Contamination +4

A generalist medical language model for disease diagnosis assistance

Xiaohong Liu, Hao Liu, Guoxing Yang, +21

Nature Medicine

Natural Language ProcessingDisease DiagnosisEngineeringMedical Expert SystemComputational Linguistics +7

Improving Simulation Efficiency of MCMC for Inverse Modeling of Hydrologic Systems With a Kalman‐Inspired Proposal Distribution

Jiangjiang Zhang, Jasper A. Vrugt, Xiaoqing Shi, +3

Water Resources Research

Bayesian Decision TheoryEngineeringSimulation ModellingMonte Carlo MethodsSimulation +28

A multi-medium chain modeling approach to estimate the cumulative effects of cadmium pollution on human health

Xingmei Liu, Libin Zhong, Jun Meng, +6

Environmental Pollution

Environmental ExposureGlobal HealthEnvironmental HealthHuman ExposureToxicology +8

An adaptive Gaussian process-based iterative ensemble smoother for data assimilation

Lei Ju, Jiangjiang Zhang, Long Meng, +2

Advances in Water Resources

State EstimationEngineeringUncertainty QuantificationGaussian ProcessInverse Problems +5

Inverse Modeling of Hydrologic Systems with Adaptive Multifidelity Markov Chain Monte Carlo Simulations

Jiangjiang Zhang, Jun Man, Guang Lin, +2

Water Resources Research

EngineeringSimulation ModellingMonte Carlo MethodsSimulationMarkov Chain Monte Carlo +23

A Novel Deep Learning Approach for Data Assimilation of Complex Hydrological Systems

Jiangjiang Zhang, Chenglong Cao, Tongchao Nan, +3

Water Resources Research

Complex Hydrological SystemsReservoir SimulationHydrological PredictionEarth ScienceHydroclimate Modeling +13

Groundwater nitrate contamination in China: Spatial distribution, temporal trend, and driver analysis

Qing Zhou, Jiangjiang Zhang, Jing Wei, +1

Environmental Research

Groundwater QualityEnvironmental MonitoringEngineeringEnvironmental EngineeringGroundwater Nitrate Contamination +5