@misc{indiciaeabcc64941b35, title = {Karhunen–Loève deep learning method for surrogate modeling and approximate Bayesian parameter estimation}, author = {Wang, Yuanzhe [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] (ORCID:0000000192066573) and Zong, Yifei [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] (ORCID:0000000159212292) and McCreight, James L. [US Geological Survey, Reston, VA (United States); University Corporation for Atmospheric Research (UCAR), Boulder, CO (United States)] and Hughes, Joseph D. [University Corporation for Atmospheric Research (UCAR), Boulder, CO (United States)] and Fienen, Michael [US Geological Survey, Madison, WI (United States)] and Tartakovsky, Alexandre M. [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States); Univ. of Illinois at Urbana-Champaign, IL (United States)]}, year = {2025}, doi = {10.1016/j.advwatres.2025.105024}, url = {https://www.osti.gov/biblio/2570716}, note = {Source identifier: 2570716} }