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List of works by Holger Maier

A New Algorithm for Water Distribution System Optimization: Discrete Dynamically Dimensioned Search

A benchmarking approach for comparing data splitting methods for modeling water resources parameters using artificial neural networks

article

A bottom-up approach to identifying the maximum operational adaptive capacity of water resource systems to a changing climate

article published in 2016

A comparative study of artificial neural network techniques for river stage forecasting

scholarly article

A distance-based uncertainty analysis approach to multi-criteria decision analysis for water resource decision making.

scientific article published on 8 November 2005

A framework for using ant colony optimization to schedule environmental flow management alternatives for rivers, wetlands, and floodplains

A genetic algorithm calibration method based on convergence due to genetic drift

A multiobjective ant colony optimization approach for scheduling environmental flow management alternatives with application to the River Murray, Australia

article

A probabilistic method for assisting knowledge extraction from artificial neural networks used for hydrological prediction

scholarly article by Greer B. Kingston et al published September 2006 in Mathematical and Computer Modelling

Accounting for Greenhouse Gas Emissions in Multiobjective Genetic Algorithm Optimization of Water Distribution Systems

Achieving Water Quality System Reliability Using Genetic Algorithms

scholarly article by José A. Vasquez et al published October 2000 in Journal of Environmental Engineering

Advection, growth and nutrient status of phytoplankton populations in the lower River Murray, South Australia

article

Alternative modelling approaches for the estimation of irreducible water saturation: Australian hydrocarbon basins

article

An evaluation framework for input variable selection algorithms for environmental data-driven models

scholarly article by Stefano Galelli et al published December 2014 in Environmental Modelling and Software

An integrated dynamic modeling framework for investigating the impact of climate change and variability on irrigated agriculture

scholarly article by Timothy S. C. Rowan et al published July 2011 in Water Resources Research

Ant Colony Optimization Applied to Water Distribution System Design: Comparative Study of Five Algorithms

article

Ant Colony Optimization for Design of Water Distribution Systems

article by Holger Maier et al published May 2003 in Journal of Water Resources Planning and Management

Ant Colony Optimization for the Design of Water Distribution Systems

Ant colony optimization for power plant maintenance scheduling optimization—a five-station hydropower system

article

Application of natural computing (computational intelligence) methods to water resources and environmental modelling

Application of partial mutual information variable selection to ANN forecasting of water quality in water distribution systems

article

Application of two ant colony optimisation algorithms to water distribution system optimisation

article

Assessment of the ability to meet environmental water requirements in the Upper South East of South Australia

article

Assessment of the internal dynamics of the Australian Water Balance Model under different calibration regimes

article

Battle of the Water Networks II

Bayesian model selection applied to artificial neural networks used for water resources modeling

article

Bayesian training of artificial neural networks used for water resources modeling

scholarly article by Greer B. Kingston et al published December 2005 in Water Resources Research

Calibration and Optimization of the Pumping and Disinfection of a Real Water Supply System

Calibration and validation of neural networks to ensure physically plausible hydrological modeling

Calibration of Rainfall Runoff Models in Ungauged Catchments: Regionalization Relationships for a Rainfall Runoff Model

Comparison of Genetic Algorithm Parameter Setting Methods for Chlorine Injection Optimization

Controlling rainwater storage as a system: An opportunity to reduce urban flood peaks for rare, long duration storms

scientific article published on 01 October 2018

Data Division for Developing Neural Networks Applied to Geotechnical Engineering

article by Mohamed A. Shahin et al published April 2004 in Journal of Computing in Civil Engineering

Data splitting for artificial neural networks using SOM-based stratified sampling

scientific article

Estimating Risk Measures for Water Distribution Systems Using Metamodels

article

First-order reliability method for estimating reliability, vulnerability, and resilience

article

Forecasting chlorine residuals in a water distribution system using a general regression neural network

article

Genetic Algorithms for Reliability-Based Optimization of Water Distribution Systems

scholarly article by Bryan A. Tolson et al published January 2004 in Journal of Water Resources Planning and Management

Hybrid discrete dynamically dimensioned search (HD-DDS) algorithm for water distribution system design optimization

Impact of evapotranspiration process representation on runoff projections from conceptual rainfall-runoff models

scientific article published in 2017

Improved understanding of the searching behavior of ant colony optimization algorithms applied to the water distribution design problem

scholarly article by A. C. Zecchin et al published September 2012 in Water Resources Research

Including adaptation and mitigation responses to climate change in a multiobjective evolutionary algorithm framework for urban water supply systems incorporating GHG emissions

article

Incorporation of Variable-Speed Pumping in Multiobjective Genetic Algorithm Optimization of the Design of Water Transmission Systems

article

Input determination for neural network models in water resources applications. Part 1—background and methodology

article

Input determination for neural network models in water resources applications. Part 2. Case study: forecasting salinity in a river

article

Integrating modelling and smart sensors for environmental and human health.

journal article published in 2015

Interpreting streamflow generation mechanisms from integrated surface-subsurface flow models of a riparian wetland and catchment

Methods used for the development of neural networks for the prediction of water resource variables in river systems: Current status and future directions

article

Multi-Objective Optimization of Integrated Water Reuse Systems at a Cluster Scale

Multiobjective optimization of water distribution systems accounting for economic cost, hydraulic reliability, and greenhouse gas emissions

Neural networks for the prediction and forecasting of water resources variables: a review of modelling issues and applications

article

Non-linear variable selection for artificial neural networks using partial mutual information

article

Optimal Design of Water Distribution Systems including Water Quality and System Uncertainty

Optimal Operation of Complex Water Distribution Systems Using Metamodels

Optimal sequencing of water supply options at the regional scale incorporating alternative water supply sources and multiple objectives

Performance assessment and improvement of recursive digital baseflow filters for catchments with different physical characteristics and hydrological inputs

Power plant maintenance scheduling using ant colony optimization: an improved formulation

article

Predicting Settlement of Shallow Foundations using Neural Networks

article by Mohamed A. Shahin et al published September 2002 in Journal of Geotechnical and Geoenvironmental Engineering

Predicting wildfire induced changes to runoff: A review and synthesis of modeling approaches

scientific article published in 2022

Protocol for developing ANN models and its application to the assessment of the quality of the ANN model development process in drinking water quality modelling

article

Real-time deployment of artificial neural network forecasting models: Understanding the range of applicability

scholarly article by Gavin J. Bowden et al published October 2012 in Water Resources Research

Recent Advances and Future Challenges for Artificial Neural Systems in Geotechnical Engineering Applications

Regulatory context is a crucial part of gene function

scientific article published in February 2002

Relationship between problem characteristics and the optimal number of genetic algorithm generations

Relative magnitudes of sources of uncertainty in assessing climate change impacts on water supply security for the southern Adelaide water supply system

scholarly article by F. L. Paton et al published March 2013 in Water Resources Research

Reliability-Based Approach to Multicriteria Decision Analysis for Water Resources

article

Review of literature on decision support systems for natural hazard risk reduction: Current status and future research directions

Risk-based approach for assessing the effectiveness of flow management in controlling cyanobacterial blooms in rivers

Robust optimization of water infrastructure planning under deep uncertainty using metamodels

Robustness Metrics: How Are They Calculated, When Should They Be Used and Why Do They Give Different Results?

Selecting among five common modelling approaches for integrated environmental assessment and management

article

Selection of Genetic Algorithm Parameters for Water Distribution System Optimization

Selection of smoothing parameter estimators for general regression neural networks – Applications to hydrological and water resources modelling

Sensitivity analysis for decision-making using the MORE method—A Pareto approach

Sensitivity of Optimal Tradeoffs between Cost and Greenhouse Gas Emissions for Water Distribution Systems to Electricity Tariff and Generation

article published in 2012

Sensitivity of potential evapotranspiration to changes in climate variables for different Australian climatic zones

Single-Objective versus Multiobjective Optimization of Water Distribution Systems Accounting for Greenhouse Gas Emissions by Carbon Pricing

Surplus Power Factor as a Resilience Measure for Assessing Hydraulic Reliability in Water Transmission System Optimization

article

The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support

scientific article published on 16 December 2020

The cost–greenhouse gas emission nexus for water distribution systems including the consideration of energy generating infrastructure: an integrated conceptual optimization framework and review of literature

The response of freshwater plants to salinity pulses

article

Use of artificial neural networks for modelling cyanobacteria Anabaena spp. in the River Murray, South Australia

article

Use of artificial neural networks for predicting optimal alum doses and treated water quality parameters

scholarly article by Holger Maier published May 2004 in Environmental Modelling and Software

Using characteristics of the optimisation problem to determine the Genetic Algorithm population size when the number of evaluations is limited

Water Distribution Network Reliability Estimation Using the First-Order Reliability Method

Water Distribution System Optimisation Accounting for a Range of Future Possible Carbon Prices

Water Distribution System Optimization Using Metamodels

What constitutes a good literature review and why does its quality matter?

article

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