**Acknowledgements**

We acknowledge the support of the Tertiary Oil Recovery Program (TORP) and Kansas Interdisciplinary Carbonates Consortium (KICC) at the University of Kansas. We would also like to thank Erin Honse (Fischer Scientific, formerly FEI) for acquisition of BSE images of our shale sample.
