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The Exploratory Modeling Workbench: An open source toolkit for exploratory modeling, scenario discovery, and (multi-objective) robust decision making
16 references·15 citing·41 second hop
The Exploratory Modeling Workbench: An open source toolkit for exploratory modeling, scenario discovery, and (multi-objective) robust decision making (2017)The Exploratory Modeling Workbench: An op…SALib: An open-source Python library for Sensitivity Analysis (2017)SALib: An open-source Python …Encyclopedia of Operations Research and Management Science (2013)Encyclopedia of Operations Re…Investment decision-making under deep uncertainty - application to climate change (2012)Investment decision-making un…Investment Decision Making under Deep Uncertainty - Application to Climate Change (2012)Investment Decision Making un…Flexibility in Engineering Design (2011)Flexibility in Engineering De…Adaptive Airport Strategic Planning (2010)Adaptive Airport Strategic Pl…Thinking inside the box: A participatory, computer-assisted approach to scenario discovery (2009)Thinking inside the box: A pa…From decision theory to decision aiding methodology (2007)From decision theory to decis…A General, Analytic Method for Generating Robust Strategies and Narrative Scenarios (2006)A General, Analytic Method fo…Shaping the Next One Hundred Years: New Methods for Quantitative, Long-Term Policy Analysis (2003)Shaping the Next One Hundred …Uncertainty in Integrated Assessment Modelling (2002)Uncertainty in Integrated Ass…Tools and techniques for developing policies for complex and uncertain systems (2002)Tools and techniques for deve…Information-gap decision theory : decisions under severe uncertainty (2001)Information-gap decision theo…Adaptive policies, policy analysis, and policy-making (2001)Adaptive policies, policy ana…Policy analysis: a systematic approach to supporting policymaking in the public sector (2000)Policy analysis: a systematic…Exploratory Modeling for Policy Analysis (1993)Exploratory Modeling for Poli…Using large ensembles of climate change mitigation scenarios for robust insights (2022)Using large ensembles of clim…Policy Analysis of Multi-Actor Systems - 2nd edition (2022)Policy Analysis of Multi-Acto…Optimal in-store fulfillment policies for online orders in an omni-channel retail environment (2021)Optimal in-store fulfillment …Enabling assessment of distributive justice through models for climate change planning: A review of recent advances and a research agenda (2021)Enabling assessment of distri…A review of systems modelling for local sustainability (2021)A review of systems modelling…Uncertainty-based decision-making in fire safety: Analyzing the alternatives (2020)Uncertainty-based decision-ma…Socio-technical scales in socio-environmental modeling: Managing a system-of-systems modeling approach (2020)Socio-technical scales in soc…Exploratory modeling for analyzing coupled human-natural systems under uncertainty (2020)Exploratory modeling for anal…Behavior-based scenario discovery using time series clustering (2020)Behavior-based scenario disco…Structuring and evaluating decision support processes to enhance the robustness of complex human–natural systems (2019)Structuring and evaluating de…Exploratory Modeling and Analysis for Transportation: An Approach and Support Tool - TMIP-EMAT (2019)Exploratory Modeling and Anal…Answers to questions on uncertainty in geography: Old lessons and new scenario tools (2019)Answers to questions on uncer…Tree-based ensemble methods for sensitivity analysis of environmental models: A performance comparison with Sobol and Morris techniques (2018)Tree-based ensemble methods f…PyNetLogo: Linking NetLogo with Python (2018)PyNetLogo: Linking NetLogo wi…Large Ensemble Analytic Framework for Consequence‐Driven Discovery of Climate Change Scenarios (2018)Large Ensemble Analytic Frame…Risk, Uncertainty and Profit (1921)Science for the post-normal age (1993)Verification, Validation, and Confirmation of Numerical Models in the Earth Sciences (1994)Deep Uncertainty (2013)Communicating uncertainty about facts, numbers and science (2019)Anticipating futures through models: the rise of Integrated Assessment Modelling in the climate science-policy interface since 1970 (2020)Multiple scenario development: Its conceptual and behavioral foundation (1993)The origins and evolution of scenario techniques in long range business planning (2005)Robust Climate Policies Under Uncertainty: A Comparison of Robust Decision Making and Info‐Gap Methods (2012)A Third Wave in the Economics of Climate Change (2015)Evolution of artificial intelligence research in Technological Forecasting and Social Change: Research topics, trends, and future directions (2023)Information Anxiety 2 (1989)Conceptual modelling for simulation Part I: definition and requirements (2007)Symptoms of Complexity in a Tourism System (2008)Special report on emissions scenarios (2000)Human Development Report (2001)Future research challenges for incorporation of uncertainty in environmental and ecological decision-making (2008)The need for and use of socio-economic scenarios for climate change analysis: A new approach based on shared socio-economic pathways (2012)Factorial Sampling Plans for Preliminary Computational Experiments (1991)Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates (2001)Global Sensitivity Analysis. The Primer (2007)Current fossil fuel infrastructure does not yet commit us to 1.5 °C warming (2019)The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support (2020)Toward SALib 2.0: Advancing the accessibility and interpretability of global sensitivity analyses (2022)The Logic of Scientific Discovery. (1959)Risk, Ambiguity, and the Savage Axioms (1961)The Structure of Scientific Revolutions (1963)Sensitivity analysis of environmental models: A systematic review with practical workflow (2016)Country-level social cost of carbon (2018)A Practical Guide for Policy Analysis: The Eightfold Path to More Effective Problem Solving (2019)Robust Decision Making (RDM) (2019)Fighting COVID ‐19 with Agility, Transparency, and Participation: Wicked Policy Problems and New Governance Challenges (2020)Enabling Flexibility in Engineering Systems: A Taxonomy of Procedures and a Design Framework (2013)An exploratory approach for adaptive policymaking by using multi-objective robust optimization (2014)Guidance for transport planning and policymaking in the face of an uncertain future (2016)Sustainable Operations (2016)Review of literature on decision support systems for natural hazard risk reduction: Current status and future research directions (2017)Eight grand challenges in socio-environmental systems modeling (2019)Characterizing Climate-Change Uncertainties for Decision-Makers. An Editorial Essay (2004)Risks and decisions for conservation and environmental management (2005)Exploratory Modeling and Analysis, an approach for model-based foresight under deep uncertainty (2012)
this work references cited by second hop

References

  • 2017SALib: An open-source Python library for Sensitivity Analysis1,544 cited
  • 2003Shaping the Next One Hundred Years: New Methods for Quantitative, Long-Term Policy Analysis1,248 cited
  • 2006A General, Analytic Method for Generating Robust Strategies and Narrative Scenarios805 cited
  • 1993Exploratory Modeling for Policy Analysis709 cited
  • 2009Thinking inside the box: A participatory, computer-assisted approach to scenario discovery536 cited
  • 2011Flexibility in Engineering Design506 cited
  • 2013Encyclopedia of Operations Research and Management Science429 cited
  • 2001Adaptive policies, policy analysis, and policy-making421 cited
  • 2002Uncertainty in Integrated Assessment Modelling381 cited
  • 2001Information-gap decision theory : decisions under severe uncertainty329 cited
  • 2012Investment Decision Making under Deep Uncertainty - Application to Climate Change307 cited
  • 2000Policy analysis: a systematic approach to supporting policymaking in the public sector277 cited
  • 2012Investment decision-making under deep uncertainty - application to climate change234 cited
  • 2007From decision theory to decision aiding methodology225 cited
  • 2002Tools and techniques for developing policies for complex and uncertain systems

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219 cited
  • 2010Adaptive Airport Strategic Planning144 cited
  • Cited by

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    • 2022Using large ensembles of climate change mitigation scenarios for robust insights102 cited
    • 2021Enabling assessment of distributive justice through models for climate change planning: A review of recent advances and a research agenda101 cited
    • 2018Tree-based ensemble methods for sensitivity analysis of environmental models: A performance comparison with Sobol and Morris techniques91 cited
    • 2020Socio-technical scales in socio-environmental modeling: Managing a system-of-systems modeling approach88 cited
    • 2018Large Ensemble Analytic Framework for Consequence‐Driven Discovery of Climate Change Scenarios88 cited
    • 2019Structuring and evaluating decision support processes to enhance the robustness of complex human–natural systems87 cited
    • 2021A review of systems modelling for local sustainability62 cited
    • 2021Optimal in-store fulfillment policies for online orders in an omni-channel retail environment56 cited
    • 2018PyNetLogo: Linking NetLogo with Python54 cited
    • 2020Behavior-based scenario discovery using time series clustering47 cited
    • 2019Answers to questions on uncertainty in geography: Old lessons and new scenario tools32 cited
    • 2020Uncertainty-based decision-making in fire safety: Analyzing the alternatives23 cited
    • 2019Exploratory Modeling and Analysis for Transportation: An Approach and Support Tool - TMIP-EMAT11 cited