Homotopy-based hyper-heuristic searching approach for reciprocal feedback inversion of groundwater contamination source and aquifer parameters

Identifying groundwater contaminant sources based on a KELM surrogate model together with four heuristic optimization algorithms

(2020) Ying Zhao et al.   ADVANCES IN WATER RESOURCES

Multiobjective Spatial Pumping Optimization for Groundwater Management in a Multiaquifer System

(2020) Jina Yin et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Multiobjective Optimization for Water Resource Management in Low-Flow Areas Based on a Coupled Surface Water–Groundwater Model

(2020) Masoomeh Zeinali et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Heuristic search strategy based on probabilistic and geostatistical simulation approach for simultaneous identification of groundwater contaminant source and simulation model parameters

(2020) Han Wang et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Groundwater contaminant source characterization with simulation model parameter estimation utilizing a heuristic search strategy based on the stochastic-simulation statistic method

(2020) Han Wang et al.   JOURNAL OF CONTAMINANT HYDROLOGY

Prediction of effluent quality in papermaking wastewater treatment processes using dynamic kernel-based extreme learning machine

(2020) Hongbin Liu et al.   PROCESS BIOCHEMISTRY

Accelerated System-Level Seismic Risk Assessment of Bridge Transportation Networks through Artificial Neural Network-Based Surrogate Model

(2020) Sungsik Yoon et al.   Applied Sciences-Basel

SVR-FFS: A novel forward feature selection approach for high-frequency time series forecasting using support vector regression

(2020) José Manuel Valente et al.   EXPERT SYSTEMS WITH APPLICATIONS

Event-based fuzzy control for T-S fuzzy networked systems with various data missing

(2020) Ziran Chen et al.   NEUROCOMPUTING

Multi-objective Design and Optimization of Power Electronics Converters With Uncertainty Quantification—Part II: Model-Form Uncertainty

(2020) Niloofar Rashidi et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Multi-objective Design and Optimization of Power Electronics Converters With Uncertainty Quantification—Part I: Parametric Uncertainty

(2020) Niloofar Rashidi et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Identifying the release history of a groundwater contaminant source based on an ensemble surrogate model

(2019) Zhenxiang Xing et al.   JOURNAL OF HYDROLOGY

C-HMOSHSSA: Gene selection for cancer classification using multi-objective meta-heuristic and machine learning methods

(2019) Aman Sharma et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Ensembled machine learning framework for drug sensitivity prediction

(2019) Aman Sharma et al.   IET Systems Biology

Drug sensitivity prediction framework using ensemble and multi-task learning

(2019) Aman Sharma et al.   International Journal of Machine Learning and Cybernetics

Simultaneous identification of a contaminant source and hydraulic conductivity via the restart normal-score ensemble Kalman filter

(2018) Teng Xu et al.   ADVANCES IN WATER RESOURCES

A zone-level, building energy optimisation combining an artificial neural network, a genetic algorithm, and model predictive control

(2018) Jonathan Reynolds et al.   ENERGY

A design of experiment aided stochastic parameterization method for modeling aquifer NAPL contamination

(2018) Zelin Li et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Stochastic Nonlinear Programming Based on Uncertainty Analysis for DNAPL-Contaminated Aquifer Remediation Strategy Optimization

(2018) Zeyu Hou et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Identification of Groundwater Contamination Sources Using Meshfree RPCM Simulation and Particle Swarm Optimization

(2018) L. Guneshwor et al.   WATER RESOURCES MANAGEMENT

Stochastic Nonlinear Programming Based on Uncertainty Analysis for DNAPL-Contaminated Aquifer Remediation Strategy Optimization

(2018) Zeyu Hou et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

An adaptive Kriging surrogate method for efficient joint estimation of hydraulic and biochemical parameters in reactive transport modeling

(2018) Jun Zhou et al.   JOURNAL OF CONTAMINANT HYDROLOGY

State-dependent switching control of delayed switched systems with stable and unstable modes

(2018) Dan Yang et al.   MATHEMATICAL METHODS IN THE APPLIED SCIENCES

Linear homotopy method for computing generalized tensor eigenpairs

(2017) Liping Chen et al.   Frontiers of Mathematics in China

A data parsimonious model for capturing snapshots of groundwater pollution sources

(2017) Jyoti Chaubey et al.   JOURNAL OF CONTAMINANT HYDROLOGY

A hybrid simulation–optimization approach for solving the areal groundwater pollution source identification problems

(2016) M. Tamer Ayvaz   JOURNAL OF HYDROLOGY

Surrogate-Based Sensitivity Analysis and Uncertainty Analysis for DNAPL-Contaminated Aquifer Remediation

(2016) Zeyu Hou et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

An adaptive surrogate model based on support vector regression and its application to the optimization of railway wind barriers

(2016) Huoyue Xiang et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Optimal design of truss structures using a new optimization algorithm based on global sensitivity analysis

(2016) A. Kaveh et al.   STRUCTURAL ENGINEERING AND MECHANICS

Surrogate-Based Sensitivity Analysis and Uncertainty Analysis for DNAPL-Contaminated Aquifer Remediation

(2016) Zeyu Hou et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Ensemble of surrogates-based optimization for identifying an optimal surfactant-enhanced aquifer remediation strategy at heterogeneous DNAPL-contaminated sites

(2015) Xue Jiang et al.   COMPUTERS & GEOSCIENCES

Selecting Parameter-Optimized Surrogate Models in DNAPL-Contaminated Aquifer Remediation Strategies

(2015) Zeyu Hou et al.   ENVIRONMENTAL ENGINEERING SCIENCE

Surrogate Model-Based Simulation-Optimization Approach for Groundwater Source Identification Problems

(2015) Ying Zhao et al.   ENVIRONMENTAL FORENSICS

Solving inverse problems of groundwater-pollution-source identification using a differential evolution algorithm

(2015) Gurhan Gurarslan et al.   HYDROGEOLOGY JOURNAL

Groundwater System Modeling for Simultaneous Identification of Pollution Sources and Parameters with Uncertainty Characterization

(2015) Divya Srivastava et al.   WATER RESOURCES MANAGEMENT

Efficient Bayesian experimental design for contaminant source identification

(2015) Jiangjiang Zhang et al.   WATER RESOURCES RESEARCH

A review of surrogate models and their application to groundwater modeling

(2015) M. J. Asher et al.   WATER RESOURCES RESEARCH

Multivariate lesion-symptom mapping using support vector regression

(2014) Yongsheng Zhang et al.   HUMAN BRAIN MAPPING

Online sequential extreme learning machine with kernels for nonstationary time series prediction

(2014) Xinying Wang et al.   NEUROCOMPUTING

Adaptive Construction of Surrogates for the Bayesian Solution of Inverse Problems

(2014) Jinglai Li et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Spectral-Spatial Classification of Hyperspectral Image Based on Kernel Extreme Learning Machine

(2014) Chen Chen et al.   Remote Sensing

Enhanced Simulation-Optimization Approach Using Surrogate Modeling for Solving Inverse Problems

(2012) Baha Y. Mirghani et al.   ENVIRONMENTAL FORENSICS

Sequential optimal monitoring network design and iterative spatial estimation of pollutant concentration for identification of unknown groundwater pollution source locations

(2012) Om Prakash et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Emerging organic contaminants in groundwater: A review of sources, fate and occurrence

(2012) D.J. Lapworth et al.   ENVIRONMENTAL POLLUTION

Simulation-based optimal Bayesian experimental design for nonlinear systems

(2012) Xun Huan et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Simultaneous identification of the pollutant release history and the source location in groundwater by means of a geostatistical approach

(2012) Ilaria Butera et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Characterization of groundwater contaminant source using Bayesian method

(2012) Hui Wang et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Review of surrogate modeling in water resources

(2012) Saman Razavi et al.   WATER RESOURCES RESEARCH

A linked simulation–optimization model for solving the unknown groundwater pollution source identification problems

(2010) M. Tamer Ayvaz   JOURNAL OF CONTAMINANT HYDROLOGY

A parallel evolutionary strategy based simulation–optimization approach for solving groundwater source identification problems

(2009) Baha Y. Mirghani et al.   ADVANCES IN WATER RESOURCES

Approximating SWAT Model Using Artificial Neural Network and Support Vector Machine

(2009) Xuesong Zhang et al.   JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION

A simulation/optimization model for the identification of unknown groundwater well locations and pumping rates

(2008) M. Tamer Ayvaz et al.   JOURNAL OF HYDROLOGY

An integrated simulation, inference, and optimization method for identifying groundwater remediation strategies at petroleum-contaminated aquifers in western Canada

(2008) Li He et al.   WATER RESEARCH

Optimal Dynamic Monitoring Network Design and Identification of Unknown Groundwater Pollution Sources

(2008) Bithin Datta et al.   WATER RESOURCES MANAGEMENT