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D

Danny Smyl

georgia institute of technology

22H-index
87Paper Count
1.5KCitation Count
Published Papers 41
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
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errSave
Implicit and Explicit Treatments of Model Error in Numerical Simulation
errArchives of Computational Methods in Engineering
IF12.1
err2026-02-25
err0
errOAAI
errDanny Smyl
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errSave
Introduction: frontiers of applied inverse problems in science and engineering
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2025-09-25
err0
PREAI
errSmyl, Danny; Hauptmann, Andreas; Tallman, Tyler
errShare
errSave
Temperature forecast for spent nuclear fuels (SNFs) in dry storage using time series decomposition and machine learning
errProgress in Nuclear Energy
IF3.2
err2025-09-07
err0
PREAI
errYingxiao Kong; Bozhou Zhuang; Danny Smyl
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errSave
Inverse structural design with generative and probabilistic autoencoders and diffusion models
errEngineering Applications of Artificial Intelligence
IF8
err2025-09-03
err0
PREAI
errBozhou Zhuang; Adrien Gallet; Danny Smyl
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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
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errSave
Physics Informed Neural Networks for Electrical Impedance Tomography
errNEURAL NETWORKS
IF6.3
err2025-05-27
err0
PREAI
errSmyl, Danny; Tallman, Tyler N.; Homa, Laura; Flournoy, Chenoa; Hamilton, Sarah J.; Wertz, John
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errSave
Machine learning for design, optimization and assessment of steel-concrete composite structures: A review
errENGINEERING STRUCTURES
IF6.4
err2025-04-01
err0
PREAI
errWang, Xianlin; Zhuang, Bozhou; Smyl, Danny; Zhou, Haijun; Naser, M. Z.
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errSave
The Effect of Different Regularization Approaches on Damage Imaging via Electrical Impedance Tomography
errJOURNAL OF NONDESTRUCTIVE EVALUATION
IF2.4
err2025-04-01
err0
PREAI
errTallman, Tyler N.; Smyl, Danny; Homa, Laura; Wertz, John
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errSave
Electro-mechanical behaviour of mortars reinforced with alternative electrically conductive inclusions
errMATERIALS AND STRUCTURES
IF3.9
err2025-02-04
err0
errOAAI
errTrochoutsou, Niki; Smyl, Danny; Torelli, Giacomo
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errSave
Influence zones of continuous beam systems
errSTRUCTURES
IF4.3
err2024-10-01
err0
errOAAI
errGallet, Adrien; Liew, Andrew; Hajirasouliha, Iman; Smyl, Danny
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errSave
SHM-informed life-cycle intelligent maintenance of fatigue-sensitive detail using Bayesian forecasting and Markov decision process
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2023-04-12
err4
PREAI
errLai, Li; Dong, You; Smyl, Danny
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errSave
Investigation of the condominium building collapse in Surfside, Florida: A video feature tracking approach
errSTRUCTURES
IF4.3
err2022-09-01
err7
errOAAI
errKong, Xiangxiong; Smyl, Danny
errShare
errSave
Predicting strain and stress fields in self-sensing nanocomposites using deep learned electrical tomography
errSMART MATERIALS AND STRUCTURES
IF3.8
err2022-03-14
err10
errOAAI
errChen, Liang; Hassan, Hashim; Tallman, Tyler N.; Huang, Shan-Shan; Smyl, Danny
errShare
errSave
Probabilistic cracking prediction via deep learned electrical tomography
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2021-08-10
err12
errOAAI
errChen, Liang; Gallet, Adrien; Huang, Shan-Shan; Liu, Dong; Smyl, Danny
errShare
errSave
Fusing electrical and elasticity imaging
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2021-05-10
err2
errOAAI
errHauptmann, Andreas; Smyl, Danny
errShare
errSave
Learning and correcting non-Gaussian model errors
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2021-05-01
err11
errOAAI
errSmyl, Danny; Tallman, Tyler N.; Black, Jonathan A.; Hauptmann, Andreas; Liu, Dong
errShare
errSave
Shape-Driven EIT Reconstruction Using Fourier Representations
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2021-02-01
err21
PREAI
errLiu, Dong; Gu, Danping; Smyl, Danny; Khambampati, Anil Kumar; Deng, Jiansong; Du, Jiangfeng
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errSave
An Efficient Quasi-Newton Method for Nonlinear Inverse Problems via Learned Singular Values
errieee signal processing magazine
IF3.9
err2021-01-01
err13
errOAAI
errSmyl, Danny; Tallman, Tyler N.; Liu, Dong; Hauptmann, Andreas
errShare
errSave
Supershape Recovery From Electrical Impedance Tomography Data
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2021-01-01
err16
PREAI
errGu, Danping; Liu, Dong; Smyl, Danny; Deng, Jiansong; Du, Jiangfeng
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errSave

Research Directions

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Co-authors
Cooperation Journals
陈亮 cover
陈亮 (Liang Chen)
H-index: 72 · Papers: 569
杜江峰 cover
杜江峰 (Jiangfeng Du)
H-index: 64 · Papers: 541
W
Waqas Ahmad
H-index: 51 · Papers: 597
M
M.Z. Naser
H-index: 45 · Papers: 248
I
Iman Hajirasouliha
H-index: 43 · Papers: 268
View more