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The pandemic and a series of subsequent disruptive events fully exposed the vulnerability of supply chains. Research in the field of resilience in supply chain risk management has recorded significant interest across a wide range of academic disciplines. Therefore, there is a need to synthesize, categorize and explain existing and newly emerging research directions, which may represent relevant platforms for developing supply chain concepts in the future. This study addresses this need by providing a bibliometric review of published papers on resilience in supply chain risk management. By analyzing more than 2500 published papers through bibliometric and machine-learning-based methods, we identified ten topics related to risk and resilience of supply chains: Pandemic impacts of food supply chain; Practices for capability and performance; Supplier-related modeling and optimization; System security and critical infrastructure; Production changes; IT in manufacturing process; Sustainability in global economy; Management and business approach; Modeling and design of complex networks; Operational strategies for risk mitigation. By analyzing articles published since 2020, we also identified a change in the direction of research dedicated to supply chain risk and resilience; we identified three other topics that were not recognized as distinct topics prior to 2020—Operational management; strategy; Sustainable production. The results of this study help in understanding the change in the direction of research in the area of risk and resilience of supply chains and thus provide up-to-date information for further research in this dynamically developing area. [ABSTRACT FROM AUTHOR]