Relevant Publications

Here we present some relevant publications by our team members.

• Wang, Y., Zechner, M., Wen, G., Corso, A. L., Mern, J. M., Kochenderfer, M. J., & Caers, J. K. (2023). Optimizing Carbon Storage Operations for Long-Term Safety. arXiv preprint arXiv:2304.09352.

• Mern, J., & Caers, J. (2023). The Intelligent Prospector v1. 0: geoscientific model development and prediction by sequential data acquisition planning with application to mineral exploration. Geoscientific Model Development, 16(1), 289-313.

• Yildiz, A., Mern, J., Kochenderfer, M. J., & Howland, M. F. (2023). Towards sequential sensor placements on a wind farm to maximize lifetime energy and profit. Renewable Energy, 216, 119040

• Wang, Y., Zechner, M., Mern, J. M., Kochenderfer, M. J., & Caers, J. K. (2022). A sequential decision-making framework with uncertainty quantification for groundwater management. Advances in Water Resources, 166, 104266.

• Corso, A., Wang, Y., Zechner, M., Caers, J., & Kochenderfer, M. J. (2022). A POMDP Model for Safe Geological Carbon Sequestration. arXiv preprint arXiv:2212.00669.

• Corso, A., & Kochenderfer, M. J. (2021, May). Transfer learning for efficient iterative safety validation. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 35, No. 8, pp. 7125-7132).

• Xu, L., Rolf, E., Beery, S., Bennett, J. R., Berger-Wolf, T., Birch, T., Corso, A., … & Tambe, M. (2023). Reflections from the Workshop on AI-Assisted Decision Making for Conservation. arXiv preprint arXiv:2307.08774.