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A model-based adaptive planning framework using surrogate modelling for urban transport systems under uncertainty
16 references·0 citing·40 second hop
A model-based adaptive planning framework using surrogate modelling for urban transport systems under uncertainty (2026)A model-based adaptive planning framework…Using machine learning as a surrogate model for agent-based simulations (2022)Using machine learning as a s…The ensemble approach to forecasting: A review and synthesis (2021)The ensemble approach to fore…Wicked problems: a mapping review of the literature (2020)Wicked problems: a mapping re…Exploratory modeling for analyzing coupled human-natural systems under uncertainty (2020)Exploratory modeling for anal…Decision Making under Deep Uncertainty (2019)Decision Making under Deep Un…Planning with Complexity (2018)Planning with ComplexityThe Exploratory Modeling Workbench: An open source toolkit for exploratory modeling, scenario discovery, and (multi-objective) robust decision making (2017)The Exploratory Modeling Work…SHELF: The Sheffield Elicitation Framework (2017)SHELF: The Sheffield Elicitat…Embracing Uncertainty Without Abandoning Planning (2017)Embracing Uncertainty Without…The Multi-Agent Transport Simulation MATSim (2016)The Multi-Agent Transport Sim…Meta-models for Structural Reliability and Uncertainty Quantification (2012)Meta-models for Structural Re…Choosing the Sample Size of a Computer Experiment: A Practical Guide (2009)Choosing the Sample Size of a…Shaping the Next One Hundred Years: New Methods for Quantitative, Long-Term Policy Analysis (2003)Shaping the Next One Hundred …Exploratory Modeling for Policy Analysis (1993)Exploratory Modeling for Poli…A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)A Comparison of Three Methods…Dilemmas in a general theory of planning (1973)Dilemmas in a general theory …A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)Design and Analysis of Computer Experiments (1989)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach (2011)DiceKriging , DiceOptim : Two R Packages for the Analysis of Computer Experiments by Kriging-Based Metamodeling and Optimization (2012)Design and Analysis of Simulation Experiments (2018)Uncertainty Analysis (1988)Information Anxiety 2 (1989)Perturbation analysis: the state of the art and research issues explained via the GI/G/1 queue (1989)Defining Uncertainty: A Conceptual Basis for Uncertainty Management in Model-Based Decision Support (2003)OR/MS research in disaster operations management (2005)A General, Analytic Method for Generating Robust Strategies and Narrative Scenarios (2006)SALib: An open-source Python library for Sensitivity Analysis (2017)Policy Analysis of Multi-Actor Systems - 2nd edition (2022)Using large ensembles of climate change mitigation scenarios for robust insights (2022)What is Wrong with Social Theory? (1954)A typology of reviews: an analysis of 14 review types and associated methodologies (2009)Wicked Problems in Public Policy (2022)Human-AI Ensembles: When Can They Work? (2023)Wicked Problems in Public Policy (2023)Risk, Uncertainty and Profit (1921)The Science of "Muddling Through" (1959)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)Shaping cities for health: complexity and the planning of urban environments in the 21st century (2012)Smart cities of the future (2012)Designing and Implementing Cross‐Sector Collaborations: Needed and Challenging (2015)An Integrative Framework for Collaborative Governance (2011)Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor (2018)Expertise in research integration and implementation for tackling complex problems: when is it needed, where can it be found and how can it be strengthened? (2020)Revised Estimates of the Impact of Climate Change on Extreme Poverty by 2030 (2020)Preparing, conducting, and analyzing Delphi surveys: Cross-disciplinary practices, new directions, and advancements (2021)Simulation of City-wide Replacement of Private Cars with Autonomous Taxis in Berlin (2016)Human Trajectory Forecasting in Crowds: A Deep Learning Perspective (2021)Mode choice, substitution patterns and environmental impacts of shared and personal micro-mobility (2021)Importance measures in global sensitivity analysis of nonlinear models (1996)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Adaptive sparse polynomial chaos expansion based on least angle regression (2010)
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References

  • 1973Dilemmas in a general theory of planning16,531 cited
  • 1979A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code3,766 cited
  • 2016The Multi-Agent Transport Simulation MATSim1,386 cited
  • 2003Shaping the Next One Hundred Years: New Methods for Quantitative, Long-Term Policy Analysis1,272 cited
  • 2018Planning with Complexity881 cited
  • 2009Choosing the Sample Size of a Computer Experiment: A Practical Guide766 cited
  • 1993Exploratory Modeling for Policy Analysis709 cited
  • 2019Decision Making under Deep Uncertainty664 cited
  • 2020Wicked problems: a mapping review of the literature454 cited
  • 2017The Exploratory Modeling Workbench: An open source toolkit for exploratory modeling, scenario discovery, and (multi-objective) robust decision making215 cited
  • 2017SHELF: The Sheffield Elicitation Framework207 cited
  • 2012Meta-models for Structural Reliability and Uncertainty Quantification181 cited
  • 2021The ensemble approach to forecasting: A review and synthesis160 cited
  • 2017Embracing Uncertainty Without Abandoning Planning142 cited
  • 2022Using machine learning as a surrogate model for agent-based simulations

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136 cited
  • 2020Exploratory modeling for analyzing coupled human-natural systems under uncertainty130 cited
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