Author: Saskia A. Putri (she/her/hers) – Lehigh University
### she/her/hers @@@ Faegheh Moazeni (she/her/hers) – Lehigh University ### 1476610###Co-Author###Assistant Professor###Lehigh University###Co-Author: Faegheh Moazeni (she/her/hers) – Lehigh University
### she/her/hers @@@ Javad Khazaei (he/him/his) – Lehigh University ### 1812370###Co-Author###Assistant Professor###Lehigh University###Co-Author: Javad Khazaei (he/him/his) – Lehigh University
### he/him/his @@@ Zhongjie Hu ### 2264927###Co-Author (not attending)#########Co-Author (not attending): Zhongjie Hu
### @@@ Claudio De Persis ### 2264928###Co-Author (not attending)#########Co-Author (not attending): Claudio De Persis
### @@@ Pietro Tesi ### 2264929###Co-Author (not attending)#########Co-Author (not attending): Pietro Tesi
### 94Panelist: Eugene Yan – Argonne National Laboratory
###Author: Travis Ostrom
### @@@ Greg Hoffmann ### 2218775###Co-Author#########Co-Author: Greg Hoffmann
### 305Author: Thomas Patrick O'Connor – U S Environmental Protection Agency
### 397Moderator: Kathlie Jeng-Bulloch, Ph.D., P.E., D.WRE, CFM – City of Huntsville, Texas
###Author: Carly Hansen, PhD – Oak Ridge National Laboratory
### @@@ Ganesh R. Ghimire (he/him/his) – Oak Ridge National Laboratory ### 1476503###Co-Author###R&D Staff Scientist###Oak Ridge National Laboratory###Co-Author: Ganesh R. Ghimire (he/him/his) – Oak Ridge National Laboratory
### he/him/his @@@ Mirko Musa ### 2218764###Co-Author#########Co-Author: Mirko Musa
### 298Author: Sabrina Draude (she/her/hers) – The University of British Columbia
### she/her/hers @@@ Barbara Lence, PhD (she/her/hers) – University of British Columbia ### 2218943###Co-Author###Professor###University of British Columbia###Co-Author: Barbara Lence, PhD (she/her/hers) – University of British Columbia
### she/her/hers 439Author: Emily Grubert (she/her/hers) – University of Notre Dame
### she/her/hers 107Author: Edward F. Peltier, PhD – University of Kansas
### @@@ Amresh Selukka Nagarajan ### 2218494###Co-Author#########Co-Author: Amresh Selukka Nagarajan
### @@@ Emma Russin ### 2218495###Co-Author#########Co-Author: Emma Russin
### @@@ Justin M. Hutchison, PhD – University of Kansas ### 1476691###Co-Author###Assistant Professor###University of Kansas###Co-Author: Justin M. Hutchison, PhD – University of Kansas
### 180Author: Virginia Smith, PhD, A.M.ASCE – Villanova University
### @@@ Achira Amur ### 2219030###Co-Author#########Co-Author: Achira Amur
### @@@ Bridget Wadzuk, Ph.D. – Villanova University ### 197328###Co-Author###Professor###Villanova University###Co-Author: Bridget Wadzuk, Ph.D. – Villanova University
### @@@ Emma Olson ### 2219031###Co-Author#########Co-Author: Emma Olson
### @@@ Eric Devlin ### 2219032###Co-Author#########Co-Author: Eric Devlin
### @@@ Madeline Scolio ### 2219033###Co-Author#########Co-Author: Madeline Scolio
### @@@ Peleg Kremer ### 2219034###Co-Author#########Co-Author: Peleg Kremer
### 502Moderator: William P. Bulloch, Jr., P.E., D.WRE, M. ASCE (he/him/his) – Utility Revenue Management Company, Inc.
### he/him/hisAuthor: Benjamin FitzGerald – UW-Madison
### @@@ Daniel B. Wright, Ph.D., A.M.ASCE – University of Wisconsin-Madison ### 314920###Co-Author###Assistant Professor###University of Wisconsin-Madison###Co-Author: Daniel B. Wright, Ph.D., A.M.ASCE – University of Wisconsin-Madison
### 130Author: Stacie DeSousa (she/her/hers) – University of Colorado - Boulder
### she/her/hers @@@ Aditi Bhaskar ### 2219101###Co-Author#########Co-Author: Aditi Bhaskar
### 609Author: Yoshihiko Iseri, PhD – University of California, Davis
### @@@ Andres J. Diaz – Department of Civil and Environmental Engineering, University of California, Davis ### 314969###Co-Author###Graduate Student###Department of Civil and Environmental Engineering, University of California, Davis###Co-Author: Andres J. Diaz – Department of Civil and Environmental Engineering, University of California, Davis
### @@@ Angela M. Duren, P.E., P.H. – Northwest Division, U.S. Army Corps of Engineers ### 197102###Co-Author###District Hydrologist###Northwest Division, U.S. Army Corps of Engineers###Co-Author: Angela M. Duren, P.E., P.H. – Northwest Division, U.S. Army Corps of Engineers
### @@@ Chris Frans ### 2218984###Co-Author#########Co-Author: Chris Frans
### @@@ John F. England, Jr., Ph.D., P.E., P.H., D.WRE, F.ASCE – U.S. Army Corps of Engineers ### 197455###Co-Author###Lead Civil Engineer (Hydrologic Hazards)###U.S. Army Corps of Engineers###Co-Author: John F. England, Jr., Ph.D., P.E., P.H., D.WRE, F.ASCE – U.S. Army Corps of Engineers
### @@@ M. Levent Kavvas – University of California, Davis ### 44269###Co-Author###Distinguished Professor###University of California, Davis###Co-Author: M. Levent Kavvas – University of California, Davis
### @@@ Michael D. Warner – Seattle District, U.S. Army Corps of Engineers ### 1476087###Co-Author######Seattle District, U.S. Army Corps of Engineers###Co-Author: Michael D. Warner – Seattle District, U.S. Army Corps of Engineers
### 473Author: Redahegn Sileshi – University of North Georgia
### @@@ Sudhanshu Panda – University of North Georgia ### 1476751###Co-Author###Professor###University of North Georgia###Co-Author: Sudhanshu Panda – University of North Georgia
### @@@ Prahlad Jat ### 2233559###Co-Author#########Co-Author: Prahlad Jat
### 221Moderator: Abhiram Mullapudi – University of Michigan
###Author: Daniel B. Wright, Ph.D., A.M.ASCE – University of Wisconsin-Madison
###Author: Lesmes A. M. Jerez
### @@@ Ali Ebrahimian, PhD, A.M.ASCE – Florida International University ### 1155464###Co-Author###Assistant Professor###Florida International University###Co-Author: Ali Ebrahimian, PhD, A.M.ASCE – Florida International University
### @@@ Arturo S. Leon (he/him/his) – Florida International University ### 649542###Co-Author###Associate Professor###Florida International University###Co-Author: Arturo S. Leon (he/him/his) – Florida International University
### he/him/his @@@ Harshin Kamal Asok ### 2218382###Co-Author#########Co-Author: Harshin Kamal Asok
### @@@ Leonard Scinto ### 2218383###Co-Author#########Co-Author: Leonard Scinto
### @@@ Prince Mahmood ### 2218385###Co-Author#########Co-Author: Prince Mahmood
### 104Author: Brent Vizanko – North Carolina State University
### @@@ Cade Karrenberg (they/them/theirs) – North Carolina State University ### 903413###Co-Author###Ph.D. Candidate, Graduate Research Assistant###North Carolina State University###Co-Author: Cade Karrenberg (they/them/theirs) – North Carolina State University
### they/them/theirs @@@ Elias Zauscher (he/him/his) – North Carolina State University ### 1811939###Co-Author###Graduate Student###North Carolina State University###Co-Author: Elias Zauscher (he/him/his) – North Carolina State University
### he/him/his @@@ Emily Z. Berglund, Ph.D. – North Carolina State University ### 322942###Co-Author###Professor###North Carolina State University###Co-Author: Emily Z. Berglund, Ph.D. – North Carolina State University
### @@@ Kingston Armstrong ### 2219038###Co-Author#########Co-Author: Kingston Armstrong
### 507Author: Denis Ruttenberg (he/him/his) – Santa Clara Valley Water District
### he/him/his 565Author: Marjorie Bedessem, P.E., Ph.D. (she/her/hers) – Trihydro Corporation
### she/her/hers @@@ Chris Colligan ### 2219125###Co-Author#########Co-Author: Chris Colligan
### @@@ Travis Evans, P.E. ### 2219126###Co-Author#########Co-Author: Travis Evans, P.E.
### 571Author: Matthew Hergott – Verisk Analytics
### @@@ Abebe Jemberie ### 2219170###Co-Author#########Co-Author: Abebe Jemberie
### @@@ Nathaniel Adams ### 2219172###Co-Author#########Co-Author: Nathaniel Adams
### 600Author: Jorge Santiago Ramírez-Núñez (he/him/his) – University of Colorado Boulder
### he/him/his @@@ Aditi Bhaskar ### 2219101###Co-Author#########Co-Author: Aditi Bhaskar
### 612Author: Marian Azeem-Angel
### @@@ Paul Block, PhD University of Colorado-Bolder – University of Wisconsin - Madison ### 1155507###Co-Author###Associate Professor of Civil & Environmental Engineering###University of Wisconsin - Madison###Co-Author: Paul Block, PhD University of Colorado-Bolder – University of Wisconsin - Madison
### 509Author: Shivakumar Balachandran
### @@@ Erfan Goharian, Ph.D., EIT, A.M.ASCE – University of South Carolina ### 649652###Co-Author###Assistant Professor###University of South Carolina###Co-Author: Erfan Goharian, Ph.D., EIT, A.M.ASCE – University of South Carolina
### @@@ Ezzat Y. Elalfy (he/him/his) – University of South Carolina ### 1812572###Co-Author###Postdoctoral Fellow###University of South Carolina###Co-Author: Ezzat Y. Elalfy (he/him/his) – University of South Carolina
### he/him/his @@@ M. Hanif Chaudhry ### 2218837###Co-Author#########Co-Author: M. Hanif Chaudhry
### @@@ Jani Fathima Jamal – University of South Carolina ### 2218917###Co-Author###Post doctoral Fellow###University of South Carolina###Co-Author: Jani Fathima Jamal – University of South Carolina
### @@@ Jasim Imran – University of South Carolina ### 1812578###Co-Author###Professor###University of South Carolina###Co-Author: Jasim Imran – University of South Carolina
### @@@ Mahdi Erfani – University of South Carolina ### 1155621###Co-Author###PhD Candidate###University of South Carolina###Co-Author: Mahdi Erfani – University of South Carolina
### 423Moderator: Xiaofeng Liu, Ph.D. – Pennsylvania State University
###Moderator: Ebrahim Ahmadisharaf – Florida State University
###Author: Celso Castro-Bolinaga (he/him/his) – North Carolina State University
### he/him/his @@@ Abhinav Sharma – North Carolina State University ### 468238###Co-Author###Ph.D. Student###North Carolina State University###Co-Author: Abhinav Sharma – North Carolina State University
### 587Author: Nicole Roberts
### 248Author: Bhanu Poudyal
### @@@ Byunghee Nam ### 2218421###Co-Author#########Co-Author: Byunghee Nam
### @@@ Kennedy Sayre ### 2218422###Co-Author#########Co-Author: Kennedy Sayre
### @@@ T. Prabhakar Clement ### 2218319###Co-Author#########Co-Author: T. Prabhakar Clement
### 136Author: Joaquina Noriega – Northwestern University
### @@@ David Hannah ### 2218321###Co-Author (not attending)#########Co-Author (not attending): David Hannah
### @@@ Kieran Khamis ### 2218323###Co-Author (not attending)#########Co-Author (not attending): Kieran Khamis
### @@@ Liam Kelleher ### 2218324###Co-Author (not attending)#########Co-Author (not attending): Liam Kelleher
### @@@ Stefan Krause ### 2218325###Co-Author (not attending)#########Co-Author (not attending): Stefan Krause
### @@@ Aaron Packman ### 2218264###Co-Author (not attending)#########Co-Author (not attending): Aaron Packman
### 60Author: Xiaofeng Liu, Ph.D. – Pennsylvania State University
### 539Author: Fatima Iqbal – Georgia Southern University
### @@@ Fatemeh Naeijian ### 2219118###Co-Author#########Co-Author: Fatemeh Naeijian
### @@@ Francisco Cubas ### 2219120###Co-Author#########Co-Author: Francisco Cubas
### @@@ George Fu ### 2219121###Co-Author#########Co-Author: George Fu
### @@@ Lewis Rowles ### 2219122###Co-Author#########Co-Author: Lewis Rowles
### 564Author: Qin Qian (she/her/hers) – Lamar University
### she/her/hers @@@ Frank Sun – Lamar University ### 1476247###Co-Author###Instructor###Lamar University###Co-Author: Frank Sun – Lamar University
### @@@ Jing Zhang – Lamar University ### 1476249###Co-Author###Associate Professor###Lamar University###Co-Author: Jing Zhang – Lamar University
### @@@ Mengjie He – Lamar University ### 1812361###Co-Author######Lamar University###Co-Author: Mengjie He – Lamar University
### @@@ Xinyu Liu – Lamar University ### 1812362###Co-Author######Lamar University###Co-Author: Xinyu Liu – Lamar University
### 30Author: Jon Hathaway – University of Tennessee - Knoxville
### @@@ Ghada Diab ### 2219238###Co-Author#########Co-Author: Ghada Diab
### @@@ Ryan J. Winston, Ph.D., P.E. – Ohio State University ### 3007###Co-Author (not attending)###Assistant Professor###Ohio State University###Co-Author (not attending): Ryan J. Winston, Ph.D., P.E. – Ohio State University
### 645Author: Craig Fairbaugh, A.M. ASCE (he/him/his) – Contech Engineered Solutions
### he/him/his @@@ Chris Allen ### 2219051###Co-Author#########Co-Author: Chris Allen
### 519Author: Hui Wang, P.h.D, M.ASCE – Tampa Bay Water
### @@@ Tirusew Asefa, PhD – Tampa Bay Water Authority ### 1155526###Co-Author###Planning & System Decision Support Manager###Tampa Bay Water Authority###Co-Author: Tirusew Asefa, PhD – Tampa Bay Water Authority
### @@@ Wendy Graham ### 2219077###Co-Author#########Co-Author: Wendy Graham
### 534Author: Rollin H. Hotchkiss, Ph.D., P.E., D.WRE, F.ASCE – Brigham Young University
### @@@ Timothy Maughan – Brigham Young University ### 2228386###Co-Author######Brigham Young University###Co-Author: Timothy Maughan – Brigham Young University
### 656Author: Rollin H. Hotchkiss, Ph.D., P.E., D.WRE, F.ASCE – Brigham Young University
### @@@ Timothy Maughan – Brigham Young University ### 2228386### Co-Author######Brigham Young University###Co-Author: Timothy Maughan – Brigham Young University
### 656 (repeat)Author: John Pinilla
### @@@ Arun Jonnalagadda ### 2218327###Co-Author#########Co-Author: Arun Jonnalagadda
### @@@ Christopher Harper ### 2218328###Co-Author#########Co-Author: Christopher Harper
### @@@ Marcos Guimarães ### 2218330###Co-Author#########Co-Author: Marcos Guimarães
### @@@ Rebeca Da Silva Pinilla ### 2218331###Co-Author#########Co-Author: Rebeca Da Silva Pinilla
### 63Author: Hannah Curtis (she/her/hers) – University of Wisconsin-Madison
### she/her/hers @@@ Steven Loheide III ### 2218458###Co-Author#########Co-Author: Steven Loheide III
### 190