Alexandra Brintrup

Digital Twins: State of the art theory and practice, challenges, and open research questions

Angira Sharma, Edward Elson Kosasih, Jie Zhang et al. · Journal of Industrial Information Integration · 2022 · 468 citations · Full text

Real-time Monitoring, Time-sensitive Networking, Engineering +20

Supply chain data analytics for predicting supplier disruptions: a case study in complex asset manufacturing

Alexandra Brintrup, Johnson Pak, David Ratiney et al. · International Journal of Production Research · 2019 · 190 citations

Machine Learning, Business Intelligence, Machine Learning Tool +25

A machine learning approach for predicting hidden links in supply chain with graph neural networks

Edward Elson Kosasih, Alexandra Brintrup · International Journal of Production Research · 2021 · 160 citations · Full text

Engineering, Machine Learning, Machine Learning Approach +25

High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach

Tim Pearce, Mohamed Zaki, Alexandra Brintrup et al. · arXiv (Cornell University) · 2018 · 150 citations · Full text

Engineering, Machine Learning, Uncertain Data +17

Towards knowledge graph reasoning for supply chain risk management using graph neural networks

Edward Elson Kosasih, F. Margaroli, Simone Gelli et al. · International Journal of Production Research · 2022 · 113 citations · Full text

Supply Chain Optimization, Engineering, Machine Learning +24