Research interests
- Hierarchical Bayesian inference
- Computer vision in geomodeling
- Non-stationary geostatistics
- Sustainable earth resource management
Books
Data Science for the Geosciences
Lijing Wang, Zhen Yin, Jef Caers, Cambridge University Press, 2022 (In preparation)
Publications
Uncertainty quantification of 3D subsurface redox architecture from non-collocated redox borehole and transient electromagnetic data
Lijing Wang, Hyojin Kim, Troels N. Vilhelmsen, Anders V. Christiansen, Birgitte Hansen, Jef Caers Hydrogeology Journal, 2022 (in prep.)Uncertainty quantification of water exchanges due to beaver-induced inundation
Lijing Wang, Zach Perzan, Tristan Babey, Martin Briggs, Sam Pierce, Brian Rogers, John Bargar, Kate Maher, 2022 (in prep.)Stochastic sampling of non-stationary geological interfaces accounting for geological realism
Lijing Wang, Luk Peeters, Emma MacKie, and Jef Caers, 2022 (in prep.)Hierarchical Bayesian inversion of global variables and large-scale spatial fields
Lijing Wang, Peter Kitanidis, and Jef Caers, Water Resources Research, 2022Efficacy of information in mineral exploration drilling
Jef Caers, Celine Scheidt, Zhen Yin, Lijing Wang, Tapan Mukerji, Kurt House, Natural Resources Research, 2021Sequential value of information for subsurface exploration drilling
Tyler Hall, Celine Scheidt, Lijing Wang, Zhen Yin, Tapan Mukerji, Jef Caers, Natural Resources Research, 2021 (under review)Semi-supervised semantic segmentation for seismic interpretation
Lijing Wang, Frederic Joncour, Pierre-Emmanuel Barrallon, Thibault Harribey, Chanchal Chatterjee, Laurent Castanie, Sonia Yousfi, and Sebastien Guillon, Geophysics, 2021 (under review)Quantifying the influence of precipitation intensity on landslide hazard in urbanized and non-urbanized areas
Elizabeth Johnston, Frances Davenport, Lijing Wang, Jef Caers, Suresh Muthukrishnan, Marshall Burke, and Noah Diffenbaugh, Geophysical Research Letters, 2021Probabilistic evaluation of geoscientific hypotheses with geophysical data: application to electrical resistivity imaging of a fractured bedrock zone
Alex Miltenberger, Sebastian Uhlemann, Tapan Mukerji, Ken Williams, Baptiste Dafflon, Lijing Wang, Haruko Murakami-Wainwright, Journal of Geophysical Research - Solid Earth, 2021Global sensitivity analysis of a reactive transport model for mineral scale formation during hydraulic fracturing
Qingyun Li, Lijing Wang, Zach Perzan, Jef Caers, Gordon E. Brown Jr., John R. Bargar, and Kate Maher, Environmental Engineering Science, 2021Semantic segmentation of crop type in Africa: A novel dataset and analysis of deep learning methods
Rose Rustowicz, Robin Cheong, Lijing Wang, Stefano Ermon, Marshall Burke, David Lobell, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019