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 | 4 | 2023 |
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 | 4 | 2022 |
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 | 2 | 2022 |
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 |