Selected Publications
- Scalable Risk-Averse Well-Placement Optimization Using Quadratic Knapsack Problem and Randomized Singular Value Decomposition. Farell, Bickel, Bajaj. SPE Journal 31(1), 480–496 (2026). [code]
- Amortized value-of-information screening for point-sample reservoir appraisal under spatial uncertainty. Farell, Bickel, Bajaj. Working paper, SSRN (2026).
- Field-Scale Bayesian Production Forecasting via Spectral Gaussian-Process Mixtures. Farell, Bickel, Bajaj. Unconventional Resources Technology Conference (URTeC) (2025). [code]
- Learning Generalized Hamiltonian Dynamics with Stability from Noisy Trajectory Data. McLennan, Wang, Farell, Nguyen, Bajaj. arXiv:2509.07280 (2025). [code]
- Estimating resources in unconventional assets: Spatial bootstrapping with n-effective. Farell, Pyrcz, Bickel. Journal of Petroleum Science and Engineering 212, 110174 (2022).