Workshop Overview

  • Wildfire dynamics are increasingly shaped by compound drivers, including climate variability, fuel dynamics, land-use change, and rapid expansion of the Wildland–Urban Interface.
  • Advances in artificial intelligence and large-scale spatio-temporal data are creating new opportunities to improve wildfire prediction, operational infrastructure, and decision support systems.
  • The workshop brings together researchers and practitioners across: Artificial Intelligence (AI), Remote sensing, Wildfire science, Emergency management.
  • Core thematic focus areas:
  • NSF funding related to wildfire research
  • Prediction, infrastructure, and decision-making
  • Wildfire and AI
  • Wildland–Urban Interface
  • Engagement with local stakeholders, including:
  • Tallahassee Fire Department
  • Apalachee Regional Planning Council (ARPC)
  • Tall Timbers Research Station

Workshop Schedule

10:00 AM – 10:30 AM

Opening Remarks

10:30 AM – 11:15 AM

Invited Talk 1 (incl. Q&A) - Dr. Ilkay Altintas @ University of California San Diego

11:15 AM – 11:30 AM

Coffee Break

11:30 AM – 12:15 PM

Invited Talk 2 (incl. Q&A) - Dr. Neda Yaghoobian @ Florida State University

12:30 PM – 1:30 PM

Lunch Break

1:30 PM – 2:15 PM

Invited Talk 3 (incl. Q&A) - Dr. Xilei Zhao @ University of Florida

2:15 PM – 2:30 PM

Coffee Break

2:30 PM – 3:15 PM

Invited Talk 4 (incl. Q&A) - Dr. Morgan Varner @ Tall Timbers

3:15 PM – 3:30 PM

Coffee Break

3:30 PM – 4:15 PM

Discussion Panel

Ilkay Altintas @ University of California San Diego,
Morgan Varner @ Tall Timber,
Neda Yaghoobian @ Florida State University,
Xilei Zhao @ University of Florida,
Divina Lade @ Apalachee Regional Planning Council,
Donald Johnson Jr. @ Tallahassee Fire Department
4:15 PM – 5:00 PM

Invited Talk 5 (incl. Q&A) - Dr. Neetesh Sharma @ RIDER Center, FAMU-FSU College of Engineering

5:00 PM – 5:15 PM

Closing Remarks

Invited Speakers

Ilkay Altintas
Dr. Altintas is the Chief Data Science Officer of the San Diego Supercomputer Center (SDSC) and the Founding Director of the Societal Computing and Innovation Lab. Since joining SDSC in 2001, she has been a principal investigator and a technical leader in a wide range of cross-disciplinary projects. She holds a PhD degree from the University of Amsterdam.
Neda Y
Dr. Yaghoobian is an Associate Professor of Mechanical Engineering at Florida State University and an Associate of the Geophysical Fluid Dynamics Institute. As NSF CAREER awardee, her research focuses on fire dynamics, land-atmosphere interactions, environmental fluid dynamics, turbulence, and computational modeling.
Xilei Zhao
Dr. Zhao is an associate professor in Transportation Engineering at the University of Florida. She received Early-Career Research Fellowship of NASEM's Gulf Research Program. Her research has been supported by the U.S. Department of Transportation, the National Institute of Standards and Technology, and the U.S. Geological Survey, etc.
Morgan Varner
Dr. Morgan Varner is Director of Research and Senior Scientist at Tall Timbers, a Tallahassee-based research station founded in 1958. He leads seven research labs focused on understanding the role of fire in maintaining plant and animal biodiversity. He has published over 150 papers and book chapters on wildland fire ecology and prescribed fire policy. He received his BS from the University of Idaho, MS from Auburn University, and PhD from the University of Florida, and previously held faculty positions at Humboldt State University, Mississippi State University, and Virginia Tech.
Neetesh Sharma
Dr. Neetesh Sharma is an Assistant Professor in Department of Civil and Environmental Engineering at the RIDER Center, FAMU-FSU College of Engineering. His research centers on enhancing the resilience and reliability of infrastructure systems in the face of natural hazards by employing advanced mathematical modeling, uncertainty quantification, and machine learning techniques. He holds an MS and a PhD degree from the University of Illinois Urbana-Champaign.
Divina Lade
Divina Lade is the Director of Geospatial Environmental and Resilience Planning at the Apalachee Regional Planning Council in Florida, where she manages regional GIS systems and supports resilience planning across nine counties through spatial analysis, remote sensing, and vulnerability assessment. She holds a Master's degree in Geographic Information Science and is currently a PhD student in Urban and Regional Planning at Florida State University.

Organizers

yushun dong
Dr. Yushun Dong is an Assistant Professor of Computer Science at Florida State University. His research advances trustworthy machine learning, graph learning, and AI security, with 60+ publications in top-tier AI venues such as KDD, NeurIPS, ICML, etc. His research has been supported by NSF Grants, FYAP, IGNITE, and has been reported by mainstream medias such as WCTV. He holds a PhD degree from University of Virginia.
Eren Erman Ozguven
Dr. Eren Erman Ozguven is an Associate Professor of Civil and Environmental Engineering at the FAMU-FSU College of Engineering and Director of the RIDER Center. His research advances emergency infrastructure accessibility, disaster response & resilience modeling, and intelligent transportation systems. Dr. Ozguve's research has received multidisciplinary collaborations and supports from federal and state sponsors.
Ellen Piekalkiewicz
Ellen Piekalkiewicz is a graduate of the University of Kansas and has led the Center for the Study and Promotion of Communities, Families, & Children since its inception. Under her leadership, the Center successfully implemented the Save the Children's Journey of Hope program following Hurricane Michael, and it created a revolutionary new disaster mental health intervention aimed at VPK students.
Mehmet Öztan
Dr. Mehmet Öztan is the Director of Community Engagement at the Resilient Infrastructure and Disaster Response (RIDER) Center positioned in the FAMU-FSU College of Engineering. Dr. Öztan received his Ph.D. in Civil Engineering at Michigan State University in GIS-enabled groundwater modeling of Michigan's watersheds, and has interdisciplinary research experience related to conflict resolution for transboundary water resources.
Neetesh Sharma
Dr. Neetesh Sharma is an Assistant Professor in Department of Civil and Environmental Engineering at the RIDER Center, FAMU-FSU College of Engineering. His research centers on enhancing the resilience and reliability of infrastructure systems in the face of natural hazards by employing advanced mathematical modeling, uncertainty quantification, and machine learning techniques. He holds an MS and a PhD degree from the University of Illinois Urbana-Champaign.
Lincan Li
Lincan Li is a PhD student at Reliable AI (RAI) Lab, Department of Computer Science at Florida State University. Her research focuses on Trustworthy AI, LLM security, and spatial-temporal intelligence. She has published 15+ papers in top AI venues such as KDD, SIGSPATIAL, AACL, receiving a Best Paper Award at ACM SIGSPATIAL'25. She also actively contributes to open-source projects and conference tutorial organization.

Contact

  • For any questions regarding this workshop, please reach out to Yushun Dong (yushun.dong@fsu.edu)
  • Acknowledgements to Lincan Li for developing this website.