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Patrick Kastner

georgia institute of technology

10H-index
28Paper Count
527Citation Count
Published Papers 11
Publication Date
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Machine learning for urban wind simulation: A comprehensive review
errSustainable Cities and Society
IF12
err2026-06-22
err0
errOAAI
errIlker Karadag; Danny Smyl; Patrick Kastner
errShare
errSave
Coupled Urban Physics in Microclimate Modeling: Validating and Enhancing Simulation Tools
errBuilding and Environment
IF7.6
err2025-09-02
err0
errOAAI
errSina Rahimi; Marcelo Alvarez; Umberto Berardi; Brian Stone; Patrick Kastner
errShare
errSave
OpenPyStruct: Open-source toolkit for machine learning-driven structural optimization
errEngineering Structures
IF6.4
err2025-07-21
err0
PREAI
errDanny Smyl; Bozhou Zhuang; Sam Rigby; Edvard Bruun; Brandon Jones; Patrick Kastner; Iris Tien; Adrien Gallet
errShare
errSave
Towards Auto-Calibrated UBEM Using Readily Available, Underutilized Urban Data: A Case Study for Ithaca, NY
errENERGY AND BUILDINGS
IF7.1
err2024-08-01
err2
PREAI
errKastner, Patrick; Dogan, Timur
errShare
errSave
A GAN-Based Surrogate Model for Instantaneous Urban Wind Flow Prediction
errBUILDING AND ENVIRONMENT
IF7.6
err2023-08-01
err22
PREAI
errKastner, Patrick; Dogan, Timur
errShare
errSave
Subjective experience, self-efficacy, and motivation of professional football referees during the COVID-19 pandemic
errHUMANITIES & SOCIAL SCIENCES COMMUNICATIONS
IF3.6
err2023-05-08
err2
errOAAI
errRichlan, Fabio; Thuermer, J. Lukas; Braid, Jeremias; Kastner, Patrick; Leitner, Michael Christian
errShare
errSave
Eddy3D: A toolkit for decoupled outdoor thermal comfort simulations in urban areas
errBUILDING AND ENVIRONMENT
IF7.6
err2022-03-01
err35
PREAI
errKastner, Patrick; Dogan, Timur
errShare
errSave
Modeling outdoor thermal comfort along cycling routes at varying levels of physical accuracy to predict bike ridership in Cambridge, MA
errBUILDING AND ENVIRONMENT
IF7.6
err2022-01-01
err20
PREAI
errYoung, Elizabeth; Kastner, Patrick; Dogan, Timur; Chokhachian, Ata; Mokhtar, Sarah; Reinhart, Christoph
errShare
errSave
Surfer: A fast simulation algorithm to predict surface temperatures and mean radiant temperatures in large urban models
errBUILDING AND ENVIRONMENT
IF7.6
err2021-06-01
err18
PREAI
errDogan, Timur; Kastner, Patrick; Mermelstein, Remy
errShare
errSave
Streamlined CFD simulation framework to generate wind-pressure coefficients on building facades for airflow network simulations
errBUILDING SIMULATION
IF5.9
err2020-10-30
err17
PREAI
errDogan, Timur; Kastner, Patrick
errShare
errSave
From energy performative to livable Mediterranean cities: An annual outdoor thermal comfort and energy balance cross-climatic typological study
errENERGY AND BUILDINGS
IF7.1
err2020-10-01
err48
PREAI
errNatanian, Jonathan; Kastner, Patrick; Dogan, Timur; Auer, Thomas
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
U
Umberto Berardi
H-index: 61 · Papers: 448
C
Christoph Reinhart
H-index: 50 · Papers: 193
B
Brian Stone
H-index: 39 · Papers: 118
T
Thomas Auer
H-index: 28 · Papers: 179
S
S.E. Rigby
H-index: 25 · Papers: 103
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