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Aron Brenner
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Learning spatio-temporal aggregations for large-scale capacity expansion problems
A Brenner, R Khorramfar, S Amin
Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical …, 2023
42023
Interpretable Machine Learning Models for Modal Split Prediction in Transportation Systems
A Brenner, M Wu, S Amin
2022 IEEE 25th International Conference on Intelligent Transportation …, 2022
42022
Graph representation learning for energy demand data: Application to joint energy system planning under emissions constraints
A Brenner, R Khorramfar, D Mallapragada, S Amin
arXiv preprint arXiv:2209.12035, 2022
22022
A Deep Generative Learning Approach for Two-stage Adaptive Robust Optimization
A Brenner, R Khorramfar, J Sun, S Amin
arXiv preprint arXiv:2409.03731, 2024
2024
Learning-assisted Stochastic Capacity Expansion Planning: A Bayesian Optimization Approach
A Brenner, R Khorramfar, D Mallapragada, S Amin
arXiv preprint arXiv:2401.10451, 2024
2024
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