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Alexandra Brintrup

university of cambridge

37H-index
202Paper Count
4.2KCitation Count
Published Papers 49
Publication Date
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Drivers and constraints of agentic AI in supply chain management: an exploratory study
errInternational Journal of Production Research
IF7.3
err2026-05-19
err0
PREAI
errNicolò Trifone; Fabrizio Dallari; Alexandra Brintrup
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It is all connected: a large-scale study on the reach of modern slavery in complex global supply networks
errInternational Journal of Production Research
IF7.3
err2026-05-04
err0
errOAAI
errJack Foster; Alexandra Brintrup
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errSave
A continuous training approach for risk informed supplier selection and order allocation
errProduction and Manufacturing Research-An Open Access Journal
IF3.2
err2025-12-31
err8
PREAI
errGabellini, Matteo; Mak, Stephen; Schoepf, Stefan; Brintrup, Alexandra; Regattieri, Alberto
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Agentic LLMs in the supply chain: towards autonomous multi-agent consensus-seeking
errINTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
IF7.3
err2025-12-01
err0
PREAI
errJannelli, Valeria; Schopf, Stefan; Bickel, Matthias; Netland, Torbjorn; Brintrup, Alexandra
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A hierarchical Bayesian model for payment delay prediction in supply chain financing
errINTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
IF7.3
err2025-10-01
err0
PREAI
errKong, Lingxuan; Brintrup, Alexandra
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errSave
Enhancing supply chain visibility with generative AI: an exploratory case study on relationship prediction in knowledge graphs
errInternational Journal of Production Research
IF7.3
err2025-08-13
err0
errOAAI
errGe Zheng; Alexandra Brintrup
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errSave
Efficient and privacy-preserved link prediction via condensed graphs
errExpert Systems with Applications
IF7.5
err2025-07-06
err0
errOAAI
errYunbo Long; Liming Xu; Alexandra Brintrup
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Multi-agent digital twinning for collaborative logistics: Framework and implementation
errJOURNAL OF INDUSTRIAL INFORMATION INTEGRATION
IF11.6
err2025-05-01
err0
errOAAI
errXu, Liming; Mak, Stephen; Schoepf, Stefan; Ostroumov, Michael; Brintrup, Alexandra
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Causal machine learning for supply chain risk prediction and intervention planning
errINTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
IF7.3
err2025-01-29
err2
errOAAI
errMateusz Wyrembek; George Baryannis; Alexandra Brintrup
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Leveraging synthetic data to tackle machine learning challenges in supply chains: challenges, methods, applications, and research opportunities
errINTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
IF7.3
err2025-01-08
err1
errOAAI
errYunbo Long; Sebastian Kroeger; Michael F. Zaeh; Alexandra Brintrup
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Identifying Contributors to Supply Chain Outcomes in a Multiechelon Setting: A Decentralised Approach
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2024-12-01
err1
errOAAI
errSchoepf, Stefan; Foster, Jack; Brintrup, Alexandra
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The influence of neighbours' supply network structure on firm's environmental, social and governance controversies
errINTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
IF7.3
err2024-11-27
err0
PREAI
errQiu, Jilin; Alinaghian, Leila; Brintrup, Alexandra
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Design and management of energy-efficient and energy-resilient supply chains
errINTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
IF7.3
err2024-11-14
err0
errOAAI
errDolgui, Alexandre; Ivanov, Dmitry; Brintrup, Alexandra; Chen, Weiwei; Shen (Jerry), Bin; Paul, Sanjoy Kumar
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Towards trustworthy AI for link prediction in supply chain knowledge graph: a neurosymbolic reasoning approach
errINTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
IF7.3
err2024-10-03
err0
errOAAI
errKosasih, Edward Elson; Brintrup, Alexandra
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On implementing autonomous supply chains: A multi-agent system approach
errCOMPUTERS IN INDUSTRY
IF9.1
err2024-10-01
err6
errOAAI
errXu, Liming; Mak, Stephen; Minaricova, Maria; Brintrup, Alexandra
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Deep learning applications in operations research
errANNALS OF OPERATIONS RESEARCH
IF4.5
err2024-06-13
err0
errOAAI
errKumar, Ajay; Brintrup, Alexandra; Ngai, Eric W. T.; Shankar, Ravi; Jeong, Myong K.
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A federated machine learning approach for order-level risk prediction in Supply Chain Financing
errINTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS
IF10
err2024-02-01
err7
PREAI
errKong, Lingxuan; Zheng, Ge; Brintrup, Alexandra
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Fair collaborative vehicle routing: A deep multi-agent reinforcement learning approach
errTRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF7.9
err2023-12-01
err2
errOAAI
errMak, Stephen; Xu, Liming; Pearce, Tim; Ostroumov, Michael; Brintrup, Alexandra
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A review of explainable artificial intelligence in supply chain management using neurosymbolic approaches
errINTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
IF7.3
err2023-11-24
err3
errOAAI
errKosasih, Edward Elson; Papadakis, Emmanuel; Baryannis, George; Brintrup, Alexandra
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errSave
Digital supply chain surveillance using artificial intelligence: definitions, opportunities and risks
errINTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
IF7.3
err2023-11-15
err9
errOAAI
errBrintrup, Alexandra; Kosasih, Edward; Schaeffer, Philipp; Zheng, Ge; Demirel, Guven; Maccarthy, Bart L.
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Research Directions

No research directions
Co-authors
Cooperation Journals
F
F. Margaroli
H-index: 117 · Papers: 1.2K
R
Ravi Shankar
H-index: 79 · Papers: 711
E
Eric W.T. Ngai
H-index: 76 · Papers: 294
A
Alexandre Dolgui
H-index: 76 · Papers: 1.0K
王喻 cover
王喻 (Yu Wang)
H-index: 66 · Papers: 991
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