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Joshua Bergerson
Joshua Bergerson
Principal Infrastructure Analyst
Verified email at anl.gov
Title
Cited by
Cited by
Year
Bayesian calibration-what, why and how
RT Muehleisen, J Bergerson
432016
Wildfiregpt: Tailored large language model for wildfire analysis
Y Xie, B Jiang, T Mallick, JD Bergerson, JK Hutchison, DR Verner, ...
arXiv preprint arXiv:2402.07877, 2024
252024
Resilience management practices for electric utilities and extreme weather
CD Zamuda, T Wall, L Guzowski, J Bergerson, J Ford, LP Lewis, R Jeffers, ...
The Electricity Journal 32 (9), 106642, 2019
232019
Designing Future Cities – LakeSIM Integrated Design Tool For Assessing Short- and Long-Term Impacts of Urban Scale Conceptual Designs
J Bergerson, R Muehleisen, B Rodda, J Auld, L Guzowski, J Ozik, ...
ISOCARP Review 11, 48-62, 2015
232015
Analyzing regional impacts of climate change using natural language processing techniques
T Mallick, J Murphy, JD Bergerson, DR Verner, JK Hutchison, LA Levy
arXiv preprint arXiv:2401.06817, 2024
182024
A rag-based multi-agent llm system for natural hazard resilience and adaptation
Y Xie, B Jiang, T Mallick, JD Bergerson, JK Hutchison, DR Verner, ...
arXiv preprint arXiv:2504.17200, 2025
122025
Understanding the impact of climate change on critical infrastructure through nlp analysis of scientific literature
T Mallick, JD Bergerson, DR Verner, JK Hutchison, LA Levy, ...
Sustainable and Resilient Infrastructure 10 (1), 22-39, 2025
92025
Weijie Su, and Camillo J
Y Xie, B Jiang, T Mallick, JD Bergerson, JK Hutchison, DR Verner, ...
Taylor. A rag-based multi-agent llm system for natural hazard resilience and …, 2024
62024
Coupling a Reduced Order Building Energy Model to UrbanSim
R T Muehleisen, J Bergerson
Building Simulation 2017 15, 521-527, 2017
62017
Agent based technology adoption model for program planning and design
RT Muehleisen, J Bergerson, N Collier, DJ Graziano, E Tatara
Proceedings of 2016 ACEEE Summer Study on Energy Efficiency in Buildings, 2016
62016
Analyzing the impact of climate change on critical infrastructure from the scientific literature: A weakly supervised nlp approach
T Mallick, JD Bergerson, DR Verner, JK Hutchison, LA Levy, ...
arXiv preprint arXiv:2302.01887, 2023
52023
Dynamic analysis of uncertain structures using imprecise probability
M Modares, J Bergerson
International Journal of Reliability and Safety 9 (2-3), 203-219, 2015
52015
Bayesian large model calibration using simulation and measured data for improved predictions
J Bergerson, R Muehleisen
SAE International Journal of Passenger Cars-Mechanical Systems 8 (2015-01 …, 2015
42015
MARSHA: multi-agent RAG system for hazard adaptation
Y Xie, B Jiang, T Mallick, J Bergerson, JK Hutchison, DR Verner, ...
npj Climate Action 4 (1), 70, 2025
32025
GeoGrid-Bench: Can Foundation Models Understand Multimodal Gridded Geo-Spatial Data?
B Jiang, Y Xie, X Wang, J He, J Bergerson, JK Hutchison, J Branham, ...
arXiv preprint arXiv:2505.10714, 2025
32025
Modeling and solving cascading failures across interdependent infrastructure systems
Y Li, K Kim, S Leyffer, M Menickelly, LP Lewis, J Bergerson
arXiv preprint arXiv:2407.16796, 2024
32024
Agent based modeling for smarter building energy simulation and energy efficiency technology evaluation
J Bergerson, R Muehleisen, E Tatara, D Graziano, N Collier
ASHRAE & IBPSA-USA SimBuild Conference 2016 7, 95-102, 2016
32016
Reliable dynamic analysis of structures using imprecise probability
M Modares, J Bergerson
5th international workshop on reliable engineering computing, 315-324, 2012
32012
Analyzing the impact of climate change on critical infrastructure from the scientific literature: A weakly supervised nlp approach. arXiv 2023
T Mallick, JD Bergerson, DR Verner, JK Hutchison, LA Levy, ...
arXiv preprint arXiv:2302.01887, 0
2
Internet Access Index: Measuring the availability and household adoption of high-speed internet
MR Alexander, I Hyde, C Burdi, B Smith, J Bergerson, M Riddle, ...
Argonne National Lab.(ANL), Argonne, IL (United States), 2021
12021
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Articles 1–20