1. Center for Biofilm Engineering, Montana State University, Bozeman, MT, USA
2. Department of Mathematical Sciences, Montana State University, Bozeman, MT, USA
3. GOJO Industries Inc., Akron, OH, USA
4. JW Arbogast Advanced Science Consulting, LLC, USA