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Mathematics > Optimization and Control
[Submitted on 15 Sep 2026] Title:Data-Driven Stress Testing of Intermodal Freight Networks Using GAN-Generated Disruption Scenarios View a PDF of the paper titled Data-Driven Stress Testing of Intermodal Freight Networks Using GAN-Generated Disruption Scenarios, by Xudong Wang and 3 other authors View PDF HTML (experimental) Abstract:Intermodal freight networks are increasingly exposed to correlated, multi-mode disruptions, yet resilience assessments often rely on historical or uncorrelated...
Ego vs Objectivity
As a data scientist, I’ve learned that our ideas are more than just abstract concepts — they’re a part of us. We pour our hearts and minds into developing solutions, and it’s only natural to feel a sense of pride and ownership over our work. But this close connection between our ideas and our identity can be a double-edged sword. Learning a Valuable Lesson I remember the first time I presented a complex machine-learning model to my team.
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