Concepedia

John Doherty

JD

63

Publications

5.4K

Citations

34

H-Index

1988

Active since

Affiliations

National Centre for Groundwater Research and Training(Current)

The University of Queensland

Flinders University

United States Geological Survey

University of Surrey

John Doherty is an author at National Centre for Groundwater Research and Training specializing in engineering, hydrology, and water resources.

Top concepts

EngineeringHydrologyWater ResourcesHydrological ModelingUncertainty QuantificationEarth ScienceModeling And SimulationSystems EngineeringCalibrationData Science

Publications per year

1988–2023

63

Publications

63

Ground Water Model Calibration Using Pilot Points and Regularization

John Doherty · Ground Water · 2003 · 451 citations

Hydrogeology, Engineering, Hydrogeophysics +11

Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems

Handing Wang, Yaochu Jin, John Doherty · IEEE Transactions on Cybernetics · 2017 · 402 citations

Artificial Intelligence, Large-scale Global Optimization, Engineering +16

Role of the calibration process in reducing model predictive error

Catherine Moore, John Doherty · Water Resources Research · 2005 · 262 citations · Full text

Engineering, Error Variance, Spatial Uncertainty +25

A hybrid regularized inversion methodology for highly parameterized environmental models

Matthew Tonkin, John Doherty · Water Resources Research · 2005 · 256 citations

Numerical Analysis, Parameter Estimation, Environmental Monitoring +17

Offline Data-Driven Evolutionary Optimization Using Selective Surrogate Ensembles

Handing Wang, Yaochu Jin, Chaoli Sun et al. · IEEE Transactions on Evolutionary Computation · 2018 · 235 citations

Model Optimization, Large-scale Global Optimization, Data-driven Optimization +15

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