activity
20142025
most citedAn iterative local updating ensemble smoother for estimation and uncertainty assessment of hydrologic model parameters with multimodal distributions

131 citations · 342 across the 8 of their papers we have counts for

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Showing 2017Show all

2 papers · 1 filter

math.OC2017

Inverse modeling of hydrologic systems with adaptive multi-fidelity Markov chain Monte Carlo simulations

Jiangjiang Zhang, Jun Man, Guang Lin +2

Markov chain Monte Carlo (MCMC) simulation methods are widely used to assess parametric uncertainties of hydrologic models conditioned on measurements of observable state variables…

math.OC2017★ 94 cited

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

Bayesian analysis is widely used in science and engineering for real-time forecasting, decision making, and to help unravel the processes that explain the observed data. These data…