Calibration of the E3SM Land Model Using Surrogate-Based Global Optimization

The Impact of Parametric Uncertainties on Biogeochemistry in the E3SM Land Model

(2018) Daniel Ricciuto et al.   Journal of Advances in Modeling Earth Systems

Calibration of an agricultural-hydrological model (RZWQM2) using surrogate global optimization

(2017) Maolong Xi et al.   JOURNAL OF HYDROLOGY

Multi-objective design of state feedback controllers using reinforced quantum-behaved particle swarm optimization

(2016) Kaveh Hassani et al.   APPLIED SOFT COMPUTING

Evaluating two sparse grid surrogates and two adaptation criteria for groundwater Bayesian uncertainty quantification

(2016) Xiankui Zeng et al.   JOURNAL OF HYDROLOGY

Hyperspherical Sparse Approximation Techniques for High-Dimensional Discontinuity Detection

(2016) Guannan Zhang et al.   SIAM REVIEW

Multiobjective adaptive surrogate modeling-based optimization for parameter estimation of large, complex geophysical models

(2016) Wei Gong et al.   WATER RESOURCES RESEARCH

Calibrating RZWQM2 model using quantum-behaved particle swarm optimization algorithm

(2015) Maolong Xi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Joint control of terrestrial gross primary productivity by plant phenology and physiology

(2015) Jianyang Xia et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A Hyperspherical Adaptive Sparse-Grid Method for High-Dimensional Discontinuity Detection

(2015) G. Zhang et al.   SIAM JOURNAL ON NUMERICAL ANALYSIS

Bayesian Calibration of the Community Land Model Using Surrogates

(2015) J. Ray et al.   SIAM-ASA Journal on Uncertainty Quantification

Special Section on Multidisciplinary Design Optimization: Metamodeling in Multidisciplinary Design Optimization: How Far Have We Really Come?

(2014) Felipe A. C. Viana et al.   AIAA JOURNAL

A hybrid Improved Quantum-behaved Particle Swarm Optimization–Simplex method (IQPSOS) to solve power system load flow problems

(2014) Elnaz Davoodi et al.   APPLIED SOFT COMPUTING

Net carbon uptake has increased through warming-induced changes in temperate forest phenology

(2014) Trevor F. Keenan et al.   Nature Climate Change

An adaptive sparse-grid high-order stochastic collocation method for Bayesian inference in groundwater reactive transport modeling

(2013) Guannan Zhang et al.   WATER RESOURCES RESEARCH

On the capability of Monte Carlo and adjoint inversion techniques to derive posterior parameter uncertainties in terrestrial ecosystem models

(2012) T. Ziehn et al.   GLOBAL BIOGEOCHEMICAL CYCLES

Lagrange interpolation at real projections of Leja sequences for the unit disk

(2012) Jean-Paul Calvi et al.   PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY

Review of surrogate modeling in water resources

(2012) Saman Razavi et al.   WATER RESOURCES RESEARCH

A sparse grid based Bayesian method for contaminant source identification

(2011) Lingzao Zeng et al.   ADVANCES IN WATER RESOURCES

Parameter and prediction uncertainty in an optimized terrestrial carbon cycle model: Effects of constraining variables and data record length

(2011) Daniel M. Ricciuto et al.   JOURNAL OF GEOPHYSICAL RESEARCH

The REFLEX project: Comparing different algorithms and implementations for the inversion of a terrestrial ecosystem model against eddy covariance data

(2009) Andrew Fox et al.   AGRICULTURAL AND FOREST METEOROLOGY

Quantum behaved Particle Swarm Optimization (QPSO) for multi-objective design optimization of composite structures

(2009) S.N. Omkar et al.   EXPERT SYSTEMS WITH APPLICATIONS

An efficient Bayesian inference approach to inverse problems based on an adaptive sparse grid collocation method

(2009) Xiang Ma et al.   INVERSE PROBLEMS

A Bayesian calibration of a simple carbon cycle model: The role of observations in estimating and reducing uncertainty

(2008) Daniel M. Ricciuto et al.   GLOBAL BIOGEOCHEMICAL CYCLES