GeoSim

Program

# Think 5
:30

GeoSim'25: Opening Remarks

:35

A Scalable Multi-Modal Framework for High-Fidelity Distributed Human Mobility Simulations

Srikanth Yoginath, Nasir Ahmad, Chathika Gunaratne, Licia Amichi, Joon-Seok Kim, Annetta Burger, Haowen Xu, Bhaskar Bishnoi, Steven Christopher, Gautam Thakur

Research 

:40
:45
:50
:55

Experiential geosimulation

Paul Torrens, Ryan Kim, Kaishuu Shinozaki-Conefrey

Research 

11:00
:5
:10
:15

STAAR-FM: Scalable Terrain-Aware Adaptive Resolution Framework for Flow Modeling

Deven Biehler, Tashi Stirewalt, Zayn Abou-Harb, Assefaw Gebremedhin

Research 

:20
:25
:30
:35

An Agile Design of Activity-based Mobility Intervention using Large Language Models

Joon-Seok Kim, Jooyoung Yoo, Su Han, Andreas Züfle

Research 

:40
:45
:50
:55

Speak to Simulate: An LLM-Guided Agentic Framework for Traffic Simulation in SUMO

Minwoo Jeong, Jeeyun Chang, Yoonjin Yoon

Research 

12:00
:5
:10

Knowledge-Guided Large Language Models for Enhancing Agent-Based Wildfire Spatial Simulation

Ying Nie, Song Gao

Research 

:15
:20
:25
:30

Lunch (on your own)

:35
:40
:45
:50
:55
13:00
:5
:10
:15
:20
:25
:30
:35
:40
:45
:50
:55
14:00

Utilizing Artificial Intelligence for Geospatial Simulations and Cities: Opportunities and Challenges

Andrew Crooks

:5
:10
:15
:20
:25
:30
:35
:40
:45
:50
:55

Towards Surrogate Models with Hybrid Spatial Neural Networks: A Summary of Results

Shengya Zhang, Arun Sharma, Majid Farhadloo, Ruolei Zeng, Yao Zhang, Mu Hong, Licheng Liu, David Mulla, Shashi Shekhar

Research 

15:00
:5
:10
:15

GeoGen I: Towards General Geospatial Point Data Generation from Text

Majid Saeedan, Ahmed Eldawy

Research 

:20
:25
:30

Coffee Break

:35
:40
:45
:50
:55
16:00

TraSGen: A Distributed, Scalable and Continuous Trajectory Stream Generator

Salman Shaikh, Komal Mariam, Hiroyuki Kitagawa, Akiyoshi Matono

Research 

:5
:10
:15
:20

SpecSwin: A Hyperspectral Data Simulation Framework for Scalable Geospatial Modeling

Tang Sui, Songxi Yang, Qunying Huang

Research 

:25
:30
:35
:40

Generative Modeling of Land Cover Data for Spatial Simulation

Christopher Krapu, Mark Borsuk, Ryan Calder

Research 

:45
:50
:55

GeoSim'25: Closing Remarks

Caption
Keynote
Presentation
Break
Remarks