E. Barrow*¹, E. Marlow¹, C. Jameson², J. H. Stephens² (1. ESG Solutions Inc.; 2. Sabinal Energy LLC)

S. Dash*, Z. Heidari (University of Texas at Austin)

S. Bose*¹, A. Rodriguez¹, J. Hamman², V. Smellie³, C. Miranda¹, J. Miller¹ (1. Hess Corporation; 2. Independent Consultant; 3. Petrophysical Solutions Inc.)

D. Feng^{1, 2, 3}, Q. Wang*^{1, 2, 3}, P. Li^{1, 2, 3}, Z. Liu^{1, 2, 3}, R. Wang*^{1, 2}, Z. Guowei⁴ (1. State Key Laboratory of Shale Oil and Gas Enrichment Mechanism and Efficient Development; 2. Key Laboratory of Shale Oil and Gas Exploration and Production Technology; 3. Petroleum Exploration and Production Research Institute; 4. Wuxi Research Institute of Petroleum Geology)

J. Sigler*², L. Fidler², T. Cross¹ (1. Novi Labs; 2. XCL Resources)

S. A. Sonnenberg*, R. Alzahrani, C. Matson (Colorado School of Mines)

F. AlNasser*, G. Zhang, A. Kovscek (Stanford University)

M. Paradeis², T. Maxwell*¹, T. Pehlke¹, L. Richley¹, G. Simpson¹ (1. DarkVision Technologies Inc.; 2. Chevron)

D. R. Dreyer, C. Mazon*, M. Lantz, P. Kurian (Finoric LLC)

Y. Ben*, T. Boulis, P. Cabal, J. Park, S. Esmaili (Occidental)

R. D. Thompson*, L. Legel, T. Hanlon (Momentum AI, LLC)

C. M. Calad Serrano, P. Sarma, F. Ospina, J. Rafiee* (Tachyus Corp)

T. Wien*¹, M. Jones¹, Y. Zhao¹, K. Smith¹, C. Nwabuoku¹, C. Ortega² (1. Occidental; 2. Ecopetrol Permian LLC)

E. M. Dunham^{1, 2}, S. Rahimi-Aghdam*², J. Zhang², N. Crawford², C. L. Cipolla³, M. McKimmy³, J. Lassek³ (1. Stanford University; 2. Seismos; 3. HESS Corporation)

P. Dawson¹, E. Jimenez¹, V. Mahue¹, J. Kitchen², M. Mehrok², R. B. Zinselmeyer², B. Wygal¹, T. Chuckry¹, V. Nguyen*¹ (1. Silixa Ltd.; 2. Arc Resources)

J. Zaghloul², R. Wagner Alvarado*¹, T. Glauser¹, C. Morgan¹, P. Crump¹, A. Mercer¹, M. Mantell¹, D. Ratcliff³, G. Fowler³, M. McClure³ (1. Chesapeake Energy Corporation; 2. Continental Resources; 3. ResFrac Corporation)

C. Pearson¹, J. Rondon², S. Strickland¹, L. Griffin¹, D. Ratcliff², G. Fowler*² (1. Liberty Resources; 2. ResFrac)

K. Erickson*¹, D. Crane¹, D. Lansford¹, J. Leavitt¹, J. Slagle¹, K. Liska¹, E. Fry², J. Krieg² (1. Continental Resources, Inc.; 2. Chemstream)

F. N. Almarzoog*¹, K. Wu¹, G. Jin² (1. Texas A&M University; 2. Colorado School of Mines)

R. Ratnayake*, A. Ghassemi (University of Oklahoma)

C. Rabe¹, P. Roux¹, M. Torrejon², L. Vernengo², L. Linares¹, D. Lachter¹, A. Tjengdrawira*¹ (1. Baker Hughes; 2. Pan American Energy)

S. Dash*, Z. Heidari (University of Texas at Austin)

N. Rahimof, M. Shabani, A. Ghanizadeh, C. Song*, C. Clarkson (University of Calgary)

O. Azike*¹, Q. Hu^{1, 2} (1. University of Texas at Arlington; 2. China University of Petroleum)

S. Mamoudou*, S. T. Dang, M. Curtis, C. Rai (University of Oklahoma)

P. Bhatnagar*¹, V. Anantharamu¹, R. Bianco² (1. Ikon Science; 2. Fasken Oil and Ranch)

A. Lewis*¹, T. Mackay¹, A. Bell², B. Bracken³ (1. Fairfield Geotechnologies; 2. Andrew D. Bell Exploration Inc.; 3. Ares Energy)

S. Bhattacharya*, R. Eastwood, K. Smye, S. Moonesan, B. J. Casey, D. Hoffman (University of Texas at Austin)

M. Rauch*¹, M. Mayer¹, D. Langton², J. Bedell² (1. TGS; 2. Devon Energy)

C. Liu*¹, X. Yang², S. Zhao², D. Zhang², D. Liu*², W. Yu³, K. Sepehrnoori¹ (1. University of Texas at Austin; 2. PetroChina Southwest Oil and Gas Field Company; 3. SimTech LLC)

H. Galvis*, K. Reich, T. Rix, D. Gregoris, C. Krynowsky (Enverus)

Z. Hu*, B. Shen, W. Du, Z. Liu, Y. Xiao, J. Meng, D. Feng, C. Sun, T. Ye, B. Gao, R. Wang, J. Chang (Sinopec Petroleum Exploration and Production Research Institute)

P. Bhatnagar*¹, V. Anantharamu¹, R. Bianco² (1. Ikon Science; 2. Fasken Oil and Ranch)

Y. Song*, B. McBrayer, R. Bone, K. McLin (ConocoPhillips)

A. Zumberge*¹, J. Sigler², L. Fidler² (1. GeoMark Research; 2. XCL Resources)

J. Speight¹, I. Easow*², G. M. Oliver² (1. Marshall & Winston Inc.; 2. Geolog Americas Inc.)

C. D. Laughrey* (Stratum Reservoir)

A. Sharma*, S. Pellegrino, S. Manikandan (Enverus)

M. Carlsen*¹, C. H. Whitson^{1, 2}, M. Majzoub Dahouk¹, S. Liem³, N. Longenbaugh⁴, R. Sinha⁵, J. Billings⁶, D. P. Axelson⁷, A. Lerza⁸, B. Collins⁹, N. Lightner¹⁰, J. Van Dijken¹¹, I. Arguello¹² (1. Whitson AS; 2. NTNU; 3. Devon; 4. Coterra; 5. Marathon; 6. Civitas; 7. Petro-Hunt; 8. Chevron; 9. 89 Energy; 10. Camino; 11. Crescent Point Energy; 12. Reservoir Data Systems)

E. Ortega*, K. Landry (ConocoPhillips)

H. Galvis Silva*¹, O. Rojas Conde², S. Matringe³ (1. Texas A&M University; 2. Viking Engineering; 3. Hess Corporation)

Y. Gonzalez*, J. Courtier, C. Garces, E. Moncayo, I. Wang (Ecopetrol Permian)

R. Korkin, A. Khan* (SLB)