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Applying digital twins for inventory and cash management in supply chains under physical and financial disruptions
16 references·16 citing·38 second hopsampled
Applying digital twins for inventory and cash management in supply chains under physical and financial disruptions (2022)Applying digital twins for inventory and …Supply Chain Viability and the COVID-19 pandemic: a conceptual and formal generalisation of four major adaptation strategies (2021)Supply Chain Viability and th…Ripple effect and supply chain disruption management: new trends and research directions (2021)Ripple effect and supply chai…Food retail supply chain resilience and the COVID-19 pandemic: A digital twin-based impact analysis and improvement directions (2021)Food retail supply chain resi…Viability of intertwined supply networks: extending the supply chain resilience angles towards survivability. A position paper motivated by COVID-19 outbreak (2020)Viability of intertwined supp…Reconfigurable supply chain: the X-network (2020)Reconfigurable supply chain: …Predicting the impacts of epidemic outbreaks on global supply chains: A simulation-based analysis on the coronavirus outbreak (COVID-19/SARS-CoV-2) case (2020)Predicting the impacts of epi…Coronavirus (COVID-19/SARS-CoV-2) and supply chain resilience: a research note (2020)Coronavirus (COVID-19/SARS-Co…A digital supply chain twin for managing the disruption risks and resilience in the era of Industry 4.0 (2020)A digital supply chain twin f…Ripple effect in the supply chain: an analysis and recent literature (2017)Ripple effect in the supply c…Revealing interfaces of supply chain resilience and sustainability: a simulation study (2017)Revealing interfaces of suppl…Supply chain redesign for resilience using simulation (2011)Supply chain redesign for res…The impact of transportation disruptions on supply chain performance (2006)The impact of transportation …Business Dynamics: Systems Thinking and Modeling for a Complex World (2000)Business Dynamics: Systems Th…Supply chain performance benchmarking study reveals keys to supply chain excellence (1995)Supply chain performance benc…Annals of operations research (1989)Annals of operations researchJudgment under Uncertainty: Heuristics and Biases (1974)Judgment under Uncertainty: H…Towards resilient and viable supply chains: a multidimensional model and empirical analysis (2025)Towards resilient and viable …State of the Art of Digital Twins in Improving Supply Chain Resilience (2025)State of the Art of Digital T…Operations & supply chain management: principles and practice (2025)Operations & supply chain man…No risk, no fun? A bioinspired adaptation-based framework for supply chain resilience in Industry 5.0 (2025)No risk, no fun? A bioinspire…Intelligent Supply Chain Management: A Systematic Literature Review on Artificial Intelligence Contributions (2025)Intelligent Supply Chain Mana…Internet of behaviors: conceptual model, practical and theoretical implications for supply chain and operations management (2024)Internet of behaviors: concep…From Theory to Practice: Leveraging Digital Twin Technologies and Supply Chain Disruption Mitigation Strategies for Enhanced Supply Chain Resilience with Strategic Fit in Focus (2024)From Theory to Practice: Leve…Digital twin model with machine learning and optimization for resilient production–distribution systems under disruptions (2024)Digital twin model with machi…Cash flow dynamics in the supply chain during and after disruptions (2024)Cash flow dynamics in the sup…Artificial intelligence and prescriptive analytics for supply chain resilience: a systematic literature review and research agenda (2024)Artificial intelligence and p…Application of simulation and machine learning in supply chain management: A synthesis of the literature using the Sim-ML literature classification framework (2024)Application of simulation and…A cyclic and holistic methodology to exploit the Supply Chain Digital Twin concept towards a more resilient and sustainable future (2024)A cyclic and holistic methodo…Intelligent digital twin (iDT) for supply chain stress-testing, resilience, and viability (2023)Intelligent digital twin (iDT…Federated machine learning for privacy preserving, collective supply chain risk prediction (2023)Federated machine learning fo…Deploying hybrid modelling to support the development of a digital twin for supply chain master planning under disruptions (2023)Deploying hybrid modelling to…Assessing supply chain responsiveness, resilience and robustness (Triple-R) by computer simulation: a systematic review of the literature (2023)Assessing supply chain respon…Information Distortion in a Supply Chain: The Bullwhip Effect (1997)The Bullwhip Effect In Supply Chains 1 (1997)Quantifying the Bullwhip Effect in a Simple Supply Chain: The Impact of Forecasting, Lead Times, and Information (2000)The influence of relational competencies on supply chain resilience: a relational view (2013)International Journal of Production Research (1962)Perspectives in supply chain risk management (2006)Reverse logistics and closed-loop supply chain: A comprehensive review to explore the future (2014)OR-methods for coping with the ripple effect in supply chains during COVID-19 pandemic: Managerial insights and research implications (2020)Supply chain disruptions and resilience: a major review and future research agenda (2021)Two perspectives on supply chain resilience (2021)The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics (2018)Viable supply chain model: integrating agility, resilience and sustainability perspectives—lessons from and thinking beyond the COVID-19 pandemic (2020)OR/MS research in disaster operations management (2005)Investigating the emerging COVID-19 research trends in the field of business and management: A bibliometric analysis approach (2020)An introduction to cybernetics (1956)Building the Resilient Supply Chain (2004)Cybernetics or Control and Communication in the Animal and the Machine (2019)Impacts of epidemic outbreaks on supply chains: mapping a research agenda amid the COVID-19 pandemic through a structured literature review (2020)Supply networks and complex adaptive systems: control versus emergence (2001)On the Value of Mitigation and Contingency Strategies for Managing Supply Chain Disruption Risks (2006)How ‘big data’ can make big impact: Findings from a systematic review and a longitudinal case study (2015)Impact of COVID-19 on logistics systems and disruptions in food supply chain (2020)Academy of Management Journal (2013)Strategic Management Journal (2016)Costs of resilience and disruptions in supply chain network design models: A review and future research directions (2021)Supply chain disruption during the COVID-19 pandemic: Recognizing potential disruption management strategies (2022)Subjective probability: A judgment of representativeness (1972)Availability: A heuristic for judging frequency and probability (1973)On the psychology of prediction. (1973)The Framing of Decisions and the Psychology of Choice (1981)Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research (1988)Epistemic Injustice (2007)The role of multiplier bounds in efficiency analysis with application to Kansas farming (1990)Recent developments in modeling preferences: Uncertainty and ambiguity (1992)Blockchain technology for enhancing swift-trust, collaboration and resilience within a humanitarian supply chain setting (2020)System Dynamics: Systems Thinking and Modeling for a Complex World (2002)Promoting novelty, rigor, and style in energy social science: Towards codes of practice for appropriate methods and research design (2018)Artificial Intelligence and Management: The Automation–Augmentation Paradox (2021)
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References

  • 1974Judgment under Uncertainty: Heuristics and Biases28,742 cited
  • 2000Business Dynamics: Systems Thinking and Modeling for a Complex World9,353 cited
  • 2020Predicting the impacts of epidemic outbreaks on global supply chains: A simulation-based analysis on the coronavirus outbreak (COVID-19/SARS-CoV-2) case2,277 cited
  • 2020Viability of intertwined supply networks: extending the supply chain resilience angles towards survivability. A position paper motivated by COVID-19 outbreak2,134 cited
  • 2020A digital supply chain twin for managing the disruption risks and resilience in the era of Industry 4.01,824 cited
  • 1989Annals of operations research1,324 cited
  • 2017Ripple effect in the supply chain: an analysis and recent literature907 cited
  • 2021Supply Chain Viability and the COVID-19 pandemic: a conceptual and formal generalisation of four major adaptation strategies568 cited
  • 2020Reconfigurable supply chain: the X-network500 cited
  • 2006The impact of transportation disruptions on supply chain performance491 cited
  • 2011Supply chain redesign for resilience using simulation478 cited
  • 2020Coronavirus (COVID-19/SARS-CoV-2) and supply chain resilience: a research note468 cited
  • 2021Food retail supply chain resilience and the COVID-19 pandemic: A digital twin-based impact analysis and improvement directions465 cited
  • 2017

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Revealing interfaces of supply chain resilience and sustainability: a simulation study
453 cited
  • 2021Ripple effect and supply chain disruption management: new trends and research directions387 cited
  • 1995Supply chain performance benchmarking study reveals keys to supply chain excellence384 cited
  • Cited by

    • 2023Intelligent digital twin (iDT) for supply chain stress-testing, resilience, and viability275 cited
    • 2023Federated machine learning for privacy preserving, collective supply chain risk prediction137 cited
    • 2024Artificial intelligence and prescriptive analytics for supply chain resilience: a systematic literature review and research agenda108 cited
    • 2023Assessing supply chain responsiveness, resilience and robustness (Triple-R) by computer simulation: a systematic review of the literature86 cited
    • 2025Intelligent Supply Chain Management: A Systematic Literature Review on Artificial Intelligence Contributions86 cited
    • 2025State of the Art of Digital Twins in Improving Supply Chain Resilience75 cited
    • 2023Deploying hybrid modelling to support the development of a digital twin for supply chain master planning under disruptions66 cited
    • 2024A cyclic and holistic methodology to exploit the Supply Chain Digital Twin concept towards a more resilient and sustainable future61 cited
    • 2025Towards resilient and viable supply chains: a multidimensional model and empirical analysis56 cited
    • 2024Digital twin model with machine learning and optimization for resilient production–distribution systems under disruptions54 cited
    • 2024Internet of behaviors: conceptual model, practical and theoretical implications for supply chain and operations management47 cited
    • 2025Operations & supply chain management: principles and practice46 cited
    • 2024Cash flow dynamics in the supply chain during and after disruptions43 cited
    • 2024From Theory to Practice: Leveraging Digital Twin Technologies and Supply Chain Disruption Mitigation Strategies for Enhanced Supply Chain Resilience with Strategic Fit in Focus41 cited
    • 2025No risk, no fun? A bioinspired adaptation-based framework for supply chain resilience in Industry 5.037 cited
    • 2024Application of simulation and machine learning in supply chain management: A synthesis of the literature using the Sim-ML literature classification framework37 cited