P. Reed

发表

Borg: An Auto-Adaptive Many-Objective Evolutionary Computing Framework

Patrick M. Reed, David Hadka, D. Hadka, 2013, Evolutionary Computation.

Navigating financial and supply reliability tradeoffs in regional drought management portfolios

P. Reed, H. Zeff, J. Kasprzyk, 2014 .

Managing population and drought risks using many‐objective water portfolio planning under uncertainty

P. Reed, J. Kasprzyk, G. Characklis, 2009 .

A computational scaling analysis of multiobjective evolutionary algorithms in long-term groundwater monitoring applications

P. Reed, J. Kollat, 2007 .

Beyond optimality: Multistakeholder robustness tradeoffs for regional water portfolio planning under deep uncertainty

P. Reed, H. Zeff, J. Herman, 2014 .

Designing a new elitist Nondominated Sorted Genetic Algorithm for a multiobjective long term groundwater monitoring application

David E. Goldberg, Patrick M. Reed, Barbara S. Minsker, 2001 .

A multiobjective approach to cost effective long-term groundwater monitoring using an elitist nondominated sorted genetic algorithm with historical data

D. Goldberg, B. Minsker, P. Reed, 2001 .

Cost‐effective long‐term groundwater monitoring design using a genetic algorithm and global mass interpolation

B. Minsker, P. Reed, A. Valocchi, 2000 .

Water quality trading with asymmetric information, uncertainty and transaction costs: A stochastic agent-based simulation

P. Reed, N. Nguyen, J. Shortle, 2013 .

Inaction and climate stabilization uncertainties lead to severe economic risks

Patrick M. Reed, Thorsten Wagener, Klaus Keller, 2014, Climatic Change.

Time‐varying sensitivity analysis clarifies the effects of watershed model formulation on model behavior

Patrick M. Reed, Thorsten Wagener, Jonathan D. Herman, 2013 .

Characterization of watershed model behavior across a hydroclimatic gradient

P. Reed, Thorsten Wagener, K. V. Werkhoven, 2008 .

From maps to movies: High-resolution time-varying sensitivity analysis for spatially distributed watershed models

Patrick M. Reed, Thorsten Wagener, Jonathan D. Herman, 2013 .

Advancing the identification and evaluation of distributed rainfall‐runoff models using global sensitivity analysis

Patrick M. Reed, Thorsten Wagener, P. Reed, 2007 .

Global pathways to sustainable development to 2030 and beyond

E. A. Moallemi, B. Bryan, M. Obersteiner, 2020 .

Hydrology and Earth System Sciences Discussions Comparing Sensitivity Analysis Methods to Advance Lumped Watershed Model Identification and Evaluation

P. Reed, Thorsten Wagener, T. Wagener, 2022 .

Sensitivity-guided reduction of parametric dimensionality for multi-objective calibration of watershed models

P. Reed, Thorsten Wagener, K. V. Werkhoven, 2009 .

Multi-Objective Optimization of Low Impact Development Designs in an Urbanizing Watershed

P. Reed, Guoshun Zhang, J. Hamlett, 2013 .

Spatial Interpolation Methods for Nonstationary Plume Data

B. Minsker, P. Reed, T. Ellsworth, 2004, Ground water.

Deeply uncertain pathways: Integrated multi-city regional water supply infrastructure investment and portfolio management

B. C. Trindade, P. Reed, G. Characklis, 2019 .

Operational constraints and hydrologic variability limit hydropower in supporting wind integration

S. Blumsack, P. Reed, A. Fernandez, 2013 .

The food‐energy‐water nexus: Transforming science for society

B. Scanlon, C. Zheng, P. Reed, 2017 .

Bridging river basin scales and processes to assess human‐climate impacts and the terrestrial hydrologic system

Douglas A. Miller, K. Davis, P. Reed, 2006 .

Many-objective robust decision making for managing an ecosystem with a deeply uncertain threshold response

Patrick M. Reed, Klaus Keller, P. Reed, 2015 .

Exploring How Changing Monsoonal Dynamics and Human Pressures Challenge Multi-Reservoir Management of Food-Energy-Water Tradeoffs

A. Castelletti, M. Giuliani, P. Reed, 2017 .

Cooperative drought adaptation: Integrating infrastructure development, conservation, and water transfers into adaptive policy pathways

Patrick M. Reed, Jonathan D. Herman, Gregory W. Characklis, 2015 .

Balancing Hydropower Development and Ecological Impacts in the Mekong: Tradeoffs for Sambor Mega Dam

Daniel P. Loucks, Patrick M. Reed, Martin Mallen-Cooper, 2019, Journal of Water Resources Planning and Management.

Flood and drought hydrologic monitoring: the role of model parameter uncertainty

Patrick M. Reed, Eric F. Wood, Jonathan D. Herman, 2015 .

Title Developing predictive insight into changing water systems : Use-inspired hydrologic science for the anthropocene Permalink

A. Montanari, C. J. Harman, M. Sivapalan, 2013 .

Internationally coordinated multi-mission planning is now critical to sustain the space-based rainfall observations needed for managing floods globally

Patrick M. Reed, Eric F. Wood, Jonathan D. Herman, 2015 .

Enhanced Water Cycle Measurements for Watershed Hydrologic Sciences Research

W. Krajewski, B. Mohanty, P. Reed, 2006 .

Managing Financial Risk Trade‐Offs for Hydropower Generation Using Snowpack‐Based Index Contracts

P. Reed, G. Characklis, A. Hamilton, 2020, Water Resources Research.

Managing financial risk tradeoffs for hydropower generation using snowpack-based index contracts

P. Reed, G. Characklis, A. Hamilton, 2020 .

Assessing the Value of Environmental Observations in a Changing World: Nonstationarity, Complexity, and Hierarchical Dependencies

P. Reed, J. Kollat, Ruchit Shah, 2010 .

Synthetic Drought Scenario Generation to Support Bottom-Up Water Supply Vulnerability Assessments

Patrick M. Reed, Jonathan D. Herman, Gregory W. Characklis, 2016 .

Addressing model bias and uncertainty in three dimensional groundwater transport forecasts for a physical aquifer experiment

P. Reed, J. Kollat, D. Rizzo, 2008 .

ENHANCING WATER CYCLE MEASUREMENTS FOR FUTURE HYDROLOGIC RESEARCH

J. Jacobs, W. Krajewski, B. Mohanty, 2007 .

Rainfall characteristics define the value of streamflow observations for distributed watershed model identification

P. Reed, Thorsten Wagener, K. V. Werkhoven, 2008 .

Coordination and control – limits in standard representations of multi-reservoir operations in hydrological modeling

P. Reed, S. Zuidema, R. Lammers, 2019, Hydrology and Earth System Sciences.

Climate risk management requires explicit representation of societal trade-offs

Patrick M. Reed, Klaus Keller, Gregory G. Garner, 2016, Climatic Change.

Accounting for Adaptive Water Supply Management When Quantifying Climate and Land Cover Change Vulnerability

David E. Gorelick, L. Band, J. Vose, 2020, Water Resources Research.

Defining Robustness, Vulnerabilities, and Consequential Scenarios for Diverse Stakeholder Interests in Institutionally Complex River Basins

P. Reed, D. Yates, J. Quinn, 2020, Earth's Future.

Many-Objective Robust Decision Making for Water Supply Portfolio Planning Under Deep Uncertainty

R. Lempert, P. Reed, J. Kasprzyk, 2012 .

Compound hydrometeorological extremes across multiple timescales drive volatility in California electricity market prices and emissions

P. Reed, G. Characklis, J. Kern, 2020 .

GROUNDWATER MONITORING DESIGN: A CASE STUDY COMBINING EPSILON DOMINANCE ARCHIVING AND AUTOMATIC PARAMETERIZATION FOR THE NSGA-II

Patrick M. Reed, Venkat Devireddy, P. Reed, 2004 .

Evaluating wind-following and ecosystem services for hydroelectric dams in PJM

Seth Blumsack, Patrick M. Reed, Alisha Fernandez, 2012 .

ffi cient are multiobjective evolutionary algorithms at hydrologic model calibration ?

P. Reed, Thorsten Wagener, Y. Tang, 2005 .

Bilateral Negotiations versus a Clearinghouse Market for Water Quality Trading A stochastic agent-based modeling approach

P. Reed, N. Nguyen, J. Shortle, 2011 .

Drought Hydrologic Monitoring : The Role of Model Parameter Uncertainty 1 2 *

E. Wood, P. Reed, J. Herman, 2015 .

An open-source model platform for water management that links models to a generic user-interface and data-manager

Patrick M. Reed, D. E. Rheinheimer, Julien J. Harou, 2010 .

Advancing Diagnostic Model Evaluation to Better Understand Water Shortage Mechanisms in Institutionally Complex River Basins

P. Reed, J. Quinn, A. Hadjimichael, 2020, Water Resources Research.

Many-objective Management of Population and Drought Risks: A Case for De Novo Programming

P. Reed, J. Kasprzyk, G. Characklis, 2010 .

Comparison of Parameter Sensitivity Analysis Methods for Lumped Watershed Model

P. Reed, T. Wagener, K. V. Werkhoven, 2008 .

Can Exploratory Modeling of Water Scarcity Vulnerabilities and Robustness Be Scenario Neutral?

P. Reed, S. Steinschneider, J. Quinn, 2020, Earth's Future.

Restoration of a Multi-Functional Landscape: Mill Creek After Dam Removal

P. Reed, Alex Richardson, Rebecca Gajewski, 2010 .

Responsiveness Chronic Cardiac-Specific Thyrotoxicosis Increases Myocardial -Adrenergic

J. Harney, P. Reed, A. Bianco, 2004 .

From Stream Flows to Cash Flows: Leveraging Evolutionary Multi‐Objective Direct Policy Search to Manage Hydrologic Financial Risks

P. Reed, G. Characklis, A. Hamilton, 2021, Water Resources Research.

Evaluating Ecosystem And Wind-following Services For Hydroelectric Dams In PJM

S. Blumsack, P. Reed, Alisha Fernandez, 2011 .

A multi-objective paleo-informed reconstruction of western US weather regimes over the past 600 years

P. Reed, S. Steinschneider, Rohini S. Gupta, 2022, Climate Dynamics.

Early systems change necessary for catalyzing long-term sustainability in a post-2030 agenda

E. A. Moallemi, B. Bryan, M. Obersteiner, 2020, One Earth.

Global Sensitivity Analysis of a Coupled Hydro-Economic Model and Groundwater Restriction Assessment

P. Reed, H. Zeff, J. Medellín-Azuara, 2021, Water Resources Management.

Resilient California Water Portfolios Require Infrastructure Investment Partnerships That Are Viable for All Partners

P. Reed, H. Zeff, G. Characklis, 2021, Earth's Future.

Curses, Tradeoffs, and Scalable Management: Advancing Evolutionary Multiobjective Direct Policy Search to Improve Water Reservoir Operations

Andrea Castelletti, Francesca Pianosi, Matteo Giuliani, 2016 .

Skill (or lack thereof) of data-model fusion techniques to provide an early warning signal for an approaching tipping point

Riddhi Singh, Klaus Keller, Patrick M Reed, 2018, PloS one.

Large-scale parallelization of the Borg multiobjective evolutionary algorithm to enhance the management of complex environmental systems

Patrick M. Reed, David Hadka, D. Hadka, 2015, Environ. Model. Softw..

Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions

Avi Ostfeld, Andrea Castelletti, Joseph R. Kasprzyk, 2014, Environ. Model. Softw..

Diagnostic Assessment of Search Controls and Failure Modes in Many-Objective Evolutionary Optimization

Patrick M. Reed, David Hadka, D. Hadka, 2012, Evolutionary Computation.

State of the Art for Genetic Algorithms and Beyond in Water Resources Planning and Management

Avi Ostfeld, Patrick M. Reed, Emily M. Zechman, 2010 .

The Value of Online Adaptive Search: A Performance Comparison of NSGAII, epsilon-NSGAII and epsilonMOEA

Patrick M. Reed, Joshua B. Kollat, P. Reed, 2005, EMO.

A framework for Visually Interactive Decision-making and Design using Evolutionary Multi-objective Optimization (VIDEO)

Patrick M. Reed, Joshua B. Kollat, P. Reed, 2007, Environ. Model. Softw..

Developing predictive insight into changing water systems: use-inspired hydrologic science for the Anthropocene

Murugesu Sivapalan, Günter Blöschl, Patrick M. Reed, 2013 .

Identifying parametric controls and dependencies in integrated assessment models using global sensitivity analysis

Patrick M. Reed, Thorsten Wagener, Martha P. Butler, 2014, Environ. Model. Softw..

A diagnostic assessment of evolutionary algorithms for multi-objective surface water reservoir control

Andrea Castelletti, Matteo Giuliani, Jonathan D. Herman, 2016 .

Optimal Design of Water Distribution Systems Using Many-Objective Visual Analytics

Joseph R. Kasprzyk, Zoran Kapelan, Guangtao Fu, 2013 .

Direct policy search for robust multi-objective management of deeply uncertain socio-ecological tipping points

Patrick M. Reed, Julianne D. Quinn, Klaus Keller, 2017, Environ. Model. Softw..

Parallelization strategies for rapid and robust evolutionary multiobjective optimization in water resources applications

Yong Tang, Patrick M. Reed, Joshua B. Kollat, 2007 .

Characterizing uncertainty in Community Land Model version 5 hydrological applications in the United States

S. Swenson, P. Reed, C. Burleyson, 2023, Scientific Data.

Striking the Balance: Long-Term Groundwater Monitoring Design for Conflicting Objectives

Patrick M. Reed, Barbara S. Minsker, B. Minsker, 2004 .

Simplifying multiobjective optimization: An automated design methodology for the nondominated sorted genetic algorithm‐II

David E. Goldberg, Patrick M. Reed, Barbara S. Minsker, 2003 .

SIMPLIFYING MULTIOBJECTIVE OPTIMIZATION USING GENETIC ALGORITHMS

David E. Goldberg, Patrick M. Reed, Barbara S. Minsker, 2003 .

The Practitioner's Role in Competent Search and Optimization Using Genetic Algorithms

David E. Goldberg, Patrick M. Reed, Barbara S. Minsker, 2001 .

Designing a competent simple genetic algorithm for search and optimization

David E. Goldberg, Patrick M. Reed, Barbara S. Minsker, 2000 .

Many objective visual analytics: rethinking the design of complex engineered systems

Patrick M. Reed, P. Reed, 2013, Structural and Multidisciplinary Optimization.

Auto-Adaptive Search Capabilities of the New Borg MOEA: A Detailed Comparison on Alternative Product Family Design Problem Formulations

Timothy W. Simpson, Patrick M. Reed, David Hadka, 2012 .

Diagnostic assessment of the borg MOEA for many-objective product family design problems

Patrick M. Reed, Timothy W. Simpson, David Hadka, 2012, 2012 IEEE Congress on Evolutionary Computation.

Many-Objective Evolutionary Optimisation and Visual Analytics for Product Family Design

Patrick M. Reed, Timothy W. Simpson, Ruchit A. Shah, 2011, Multi-objective Evolutionary Optimisation for Product Design and Manufacturing.

Technical Note: Method of Morris effectively reduces the computational demands of global sensitivity analysis for distributed watershed models

Patrick M. Reed, Thorsten Wagener, Jonathan D. Herman, 2013 .

Multi-Objective Design Optimization for Product Platform and Product Family Design Using Genetic Algorithms

Patrick M. Reed, Timothy W. Simpson, Satish V. K. Akundi, 2005, DAC 2005.

Many objective visual analytics: rethinking the design of complex engineered systems

Patrick M. Reed, Timothy W. Simpson, Matthew J. Woodruff, 2013 .

Many Objective Visual Analytics: In Search of Search-as-a-Service

Patrick M. Reed, Timothy W. Simpson, Matthew J. Woodruff, 2014 .

Save now, pay later? Multi-period many-objective groundwater monitoring design given systematic model errors and uncertainty

Patrick M. Reed, Joshua B. Kollat, P. Reed, 2011 .

Evolutionary multiobjective optimization in water resources: The past, present, and future

Joseph R. Kasprzyk, Jonathan D. Herman, Patrick M. Reed, 2012 .

When are multiobjective calibration trade‐offs in hydrologic models meaningful?

Patrick M. Reed, Thorsten Wagener, Joshua B. Kollat, 2012 .

Impacts of irrigation efficiency on water-dependent sectors are heavily controlled by region-specific institutions and infrastructures.

P. Reed, Mingliang Liu, J. Adam, 2021, Journal of environmental management.

Comparative analysis of multiobjective evolutionary algorithms for random and correlated instances of multiobjective d-dimensional knapsack problems

Patrick Reed, Ruchit Shah, P. Reed, 2011, Eur. J. Oper. Res..

Many‐objective groundwater monitoring network design using bias‐aware ensemble Kalman filtering, evolutionary optimization, and visual analytics

Patrick M. Reed, Reed M. Maxwell, Joshua B. Kollat, 2011 .

Search Space Representation and Reduction Methods to Enhance Multiobjective Water Supply Monitoring Design

Patrick M. Reed, Wolfgang Nowak, Felix Bode, 2019, Water Resources Research.

Structuring and evaluating decision support processes to enhance the robustness of complex human-natural systems

Fateme Zare, Enayat Allah Moallemi, Sondoss Elsawah, 2020, Environ. Model. Softw..

Many objective robust decision making for complex environmental systems undergoing change

Joseph R. Kasprzyk, Patrick M. Reed, Robert J. Lempert, 2012, Environ. Model. Softw..

The future of water resources systems analysis: Toward a scientific framework for sustainable water management

Avi Ostfeld, Jim W. Hall, Ximing Cai, 2015 .

Unintended consequences of climate change mitigation for African river basins

A. Castelletti, M. Giuliani, P. Reed, 2022, Nature Climate Change.

A Framework for Visually Interactive Decision-Making and Design Using Evolutionary Multiobjective Optimization (VIDEO)

Patrick M. Reed, Joshua B. Kollat, P. Reed, 2007 .

An open source framework for many-objective robust decision making

Patrick M. Reed, Jonathan D. Herman, Klaus Keller, 2015, Environ. Model. Softw..

Many-objective de Novo water supply portfolio planning under deep uncertainty

Joseph R. Kasprzyk, Patrick M. Reed, Gregory W. Characklis, 2012, Environ. Model. Softw..

A new epsilon-dominance hierarchical Bayesian optimization algorithm for large multiobjective monitoring network design problems

Joseph R. Kasprzyk, Patrick M. Reed, Joshua B. Kollat, 2008 .

Computational Scaling Analysis of Multiobjective Evolutionary Algorithms in Long-Term Groundwater Monitoring Applications

Patrick M. Reed, Joshua B. Kollat, P. Reed, 2006 .

Comparing state-of-the-art evolutionary multi-objective algorithms for long-term groundwater monitoring design

Patrick M. Reed, Joshua B. Kollat, P. Reed, 2005 .

Scalable Multiobjective Control for Large-Scale Water Resources Systems Under Uncertainty

Andrea Castelletti, Matteo Giuliani, Jonathan D. Herman, 2018, IEEE Transactions on Control Systems Technology.

Scalable multi-objective control for large scale water resources systems under uncertainty

Andrea Castelletti, Patrick M. Reed, Matteo Giuliani, 2016 .

Unveiling uncertainties to enhance sustainability transformations in infrastructure decision-making

P. Reed, H. Eakin, Y. Miquelajauregui, 2022, Current Opinion in Environmental Sustainability.

Evaluating the economic impact of water scarcity in a changing world

J. Edmonds, P. Reed, M. Hejazi, 2021, Nature Communications.

Large Ensemble Analytic Framework for Consequence‐Driven Discovery of Climate Change Scenarios

Patrick M. Reed, James A. Edmonds, Jonathan R. Lamontagne, 2018 .

Balancing exploration, uncertainty and computational demands in many objective reservoir optimization

Andrea Castelletti, Patrick M. Reed, Matteo Giuliani, 2017 .

Water Resources Management: The Myth, the Wicked, and the Future

Joseph R. Kasprzyk, Patrick M. Reed, P. Reed, 2009 .

Water pathways: An open source stochastic simulation system for integrated water supply portfolio management and infrastructure investment planning

Patrick M. Reed, Gregory W. Characklis, Harrison B. Zeff, 2020, Environ. Model. Softw..

An open source model for quantifying risks in bulk electric power systems from spatially and temporally correlated hydrometeorological processes

Patrick M. Reed, Gregory W. Characklis, Yina Sun, 2020, Environ. Model. Softw..

Low cost satellite constellations for nearly continuous global coverage

Matthew P. Ferringer, Lake A. Singh, William R. Whittecar, 2020, Nature Communications.

California's food-energy-water system: An open source simulation model of adaptive surface and groundwater management in the Central Valley

Jonathan S. Cohen, P. Reed, H. Zeff, 2020, Environ. Model. Softw..

Rival framings: A framework for discovering how problem formulation uncertainties shape risk management trade‐offs in water resources systems

Andrea Castelletti, Matteo Giuliani, Patrick M. Reed, 2017 .

How should robustness be defined for water systems planning under change

Jonathan D. Herman, Patrick M. Reed, Gregory W. Characklis, 2015 .

Battling Arrow’s Paradox to Discover Robust Water Management Alternatives

Joseph R. Kasprzyk, Patrick M. Reed, David Hadka, 2016 .

Parallelization Strategies for Evolutionary Multiobjective Optimization

Patrick M. Reed, Yong Tang, P. Reed, 2006 .

Improving the Robustness of Reservoir Operations with Stochastic Dynamic Programming

Patrick M. Reed, Young-Oh Kim, Gi Joo Kim, 2021, Journal of Water Resources Planning and Management.

Diagnosing the Time-Varying Value of Forecasts in Multiobjective Reservoir Control

Patrick M. Reed, Scott Steinschneider, Kenji Doering, 2021, Journal of Water Resources Planning and Management.

Designing With Information Feedbacks: Forecast Informed Reservoir Sizing and Operation

Andrea Castelletti, Matteo Giuliani, Federica Bertoni, 2020, Water Resources Research.

Can modern multi-objective evolutionary algorithms discover high-dimensional financial risk portfolio tradeoffs for snow-dominated water-energy systems?

Patrick M. Reed, Rohini S. Gupta, Andrew L. Hamilton, 2020 .

Reducing regional drought vulnerabilities and multi-city robustness conflicts using many-objective optimization under deep uncertainty

Patrick M. Reed, Jonathan D. Herman, Gregory W. Characklis, 2015 .

Deep Uncertainties in Sea‐Level Rise and Storm Surge Projections: Implications for Coastal Flood Risk Management

Klaus Keller, Vivek Srikrishnan, Patrick M Reed, 2017, Risk analysis : an official publication of the Society for Risk Analysis.

Confronting tipping points: Can multi-objective evolutionary algorithms discover pollution control tradeoffs given environmental thresholds?

Patrick M. Reed, Klaus Keller, Riddhi Singh, 2015, Environ. Model. Softw..

Battle of the Water Networks II

Avi Ostfeld, Russell Bent, Wenyan Wu, 2014 .

Reducing uncertainty in predictions in ungauged basins by combining hydrologic indices regionalization and multiobjective optimization

Patrick M. Reed, Thorsten Wagener, Zhenxing Zhang, 2008, Water Resources Research.

An open source reservoir and sediment simulation framework for identifying and evaluating siting, design, and operation alternatives

Daniel P. Loucks, Patrick M. Reed, Thomas B. Wild, 2021, Environ. Model. Softw..

Water rights shape crop yield and revenue volatility tradeoffs for adaptation in snow dependent systems

P. Reed, J. Adam, M. Brady, 2020, Nature Communications.

A multi-objective paleo-informed reconstruction of western US weather regimes over the past 600 years

P. Reed, S. Steinschneider, Rohini S. Gupta, 2022, Climate Dynamics.

Discovering Dependencies, Trade‐Offs, and Robustness in Joint Dam Design and Operation: An Ex‐Post Assessment of the Kariba Dam

Andrea Castelletti, Patrick M. Reed, Matteo Giuliani, 2019, Earth's Future.

Building the Resilience of WSS Utilities to Climate Change and Other Threats

Patrick M. Reed, Julie Rozenberg, Laura Bonzanigo, 2018 .

Reducing the Complexity of Multiobjective Water Distribution System Optimization through Global Sensitivity Analysis

Zoran Kapelan, Guangtao Fu, Patrick M. Reed, 2012 .

Reply to J. Vrugt's comment on "How effective and efficient are multiobjective evolutionary algorithms at hydrologic model calibration?"

Patrick M. Reed, Thorsten Wagener, Yong Tang, 2007 .

Many-objective optimization and visual analytics reveal key trade-offs for London's water supply

Joseph R. Kasprzyk, Patrick M. Reed, Julien J. Harou, 2015 .

Rhodium: Python Library for Many-Objective Robust Decision Making and Exploratory Modeling

Patrick M. Reed, Antonia Hadjimichael, David Hadka, 2020 .

Advances in the identification and evaluation of complex environmental systems models

Yong Tang, Zhenxing Zhang, Patrick M. Reed, 2009 .

A Multiobjective Reinforcement Learning Framework for Microgrid Energy Management

P. Reed, D. Gold, C. L. Anderson, 2023, ArXiv.

A top-down framework for watershed model evaluation and selection under uncertainty

Patrick M. Reed, Thorsten Wagener, Yaoling Bai, 2009, Environ. Model. Softw..

Multi‐objective optimization of root phenotypes for nutrient capture using evolutionary algorithms

D. Hadka, P. Reed, J. Lynch, 2022, The Plant journal : for cell and molecular biology.

Evolving many‐objective water management to exploit exascale computing

Patrick M. Reed, David Hadka, D. Hadka, 2014 .

Visual Analytics Clarify The Scalability And Effectiveness Of Massively Parallel Many-Objective Optimization: A Groundwater Monitoring Design Example

Patrick M. Reed, Joshua B. Kollat, P. Reed, 2013 .

Efficient and Reliable Evolutionary Multiobjective Optimization Using epsilon-Dominance Archiving and Adaptive Population Sizing

Patrick M. Reed, Venkat Devireddy, P. Reed, 2004, GECCO.

Using interactive archives in evolutionary multiobjective optimization: A case study for long-term groundwater monitoring design

Patrick M. Reed, Joshua B. Kollat, V. K. Devireddy, 2007, Environ. Model. Softw..

Adaptive mitigation strategies hedge against extreme climate futures

P. Reed, K. Keller, G. Marangoni, 2021, Climatic Change.

Stochastic Synthetic Data Generation for Electric Net Load and Its Application

Patrick M. Reed, Mengwei Liu, C. Lindsay Anderson, 2021, HICSS.

Robust abatement pathways to tolerable climate futures require immediate global action

G. Marangoni, P. M. Reed, P. Reed, 2019, Nature Climate Change.

Exploring How Changing Monsoonal Dynamics and Human Pressures Challenge Multireservoir Management for Flood Protection, Hydropower Production, and Agricultural Water Supply

J. D. Quinn, A. Castelletti, M. Giuliani, 2018, Water Resources Research.

Integrating Raw Water Transfers into an Eastern United States Management Context

Patrick M. Reed, Gregory W. Characklis, Harrison B. Zeff, 2018, Journal of Water Resources Planning and Management.

Improving Information-Based Coordinated Operations in Interbasin Water Transfer Megaprojects: Case Study in Southern India

P. Reed, A. Bhave, Riddhi Singh, 2021 .

Navigating Deeply Uncertain Tradeoffs in Harvested Predator-Prey Systems

Patrick M. Reed, Julianne D. Quinn, Antonia Hadjimichael, 2020, Complex..

Improving the protection of aquatic ecosystems by dynamically constraining reservoir operation via direct policy conditioning

Andrea Castelletti, Matteo Giuliani, Patrick M. Reed, 2014 .

What Is Controlling Our Control Rules? Opening the Black Box of Multireservoir Operating Policies Using Time‐Varying Sensitivity Analysis

J. D. Quinn, A. Castelletti, M. Giuliani, 2019, Water Resources Research.

The effects of air pollution sources / sensor array configurations on the likelihood of obtaining accurate source term estimations

Patrick M. Reed, Barak Fishbain, Asaf Nebenzal, 2020 .

Real World Diagnostic Benchmarking for Modern Many-Objective Evolutionary Algorithms

K. Deb, D. Hadka, P. Reed, 2017 .

Why optimize long term groundwater monitoring design? A multiobjective case study of Hill Air Force Base

Patrick M. Reed, Barbara S. Minsker, Albert J. Valocchi, 2001 .

Exploring a Direct Policy Search Framework for Multiobjective Optimization of a Microgrid Energy Management System

Patrick M. Reed, C. Lindsay Anderson, Mengwei Liu, 2020, HICSS.

Enhancing the performance of feature selection algorithms for classifying hyperspectral imagery

Patrick M. Reed, Christopher J. Duffy, Mukesh Kumar, 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.