TY - RPRT TI - Surrogate models for development of unconventional shale reservoirs by an integrated numerical approach of hydraulic fracturing, flow and geomechanics, and machine learning AU - Sarkar, Prakhar [Texas A & M Univ., College Station, TX (United States)] (ORCID:0000000312312661) AU - Yoon, Sangcheol [Texas A & M Univ., College Station, TX (United States); Schlumberger-Doll Research Center, Cambridge, MA (United States)] AU - Kim, Jihoon [Texas A & M Univ., College Station, TX (United States)] (ORCID:0000000263918711) AU - Baek, Seunghwan [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] AU - Sun, Alexander [Bureau of Economic Geology, Austin, TX (United States)] (ORCID:0000000263658526) AU - Yoon, Hongkyu [Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)] (ORCID:000000016719280X) PY - 2025 DO - 10.1016/j.gete.2025.100691 UR - https://www.osti.gov/biblio/2999177 ID - 2999177 ER -