Predicting Mechanical Properties of Carbon Nanotube (CNT) Images Using Multi-Layer Synthetic Finite Element Model Simulations

Kaveh Safavigerdini; Koundinya Nouduri; Ramakrishna Surya; Andrew Reinhard; Zach Quinlan; Filiz Bunyak; Matthew R. Maschmann; Kannappan Palaniappan

doi:10.1109/ICIP49359.2023.10222020

Predicting Mechanical Properties of Carbon Nanotube (CNT) Images Using Multi-Layer Synthetic Finite Element Model Simulations

Kaveh Safavigerdini
, Koundinya Nouduri
, Ramakrishna Surya
, Andrew Reinhard
, Zach Quinlan
, Filiz Bunyak
, Matthew R. Maschmann
, Kannappan Palaniappan

University of Missouri-Columbia
University of Missouri

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings
Publisher	IEEE Computer Society
Pages	3264-3268
Number of pages	5
ISBN (Electronic)	9781728198354
DOIs	https://doi.org/10.1109/ICIP49359.2023.10222020
State	Published - 2023
Externally published	Yes
Event	30th IEEE International Conference on Image Processing, ICIP 2023 - Kuala Lumpur, Malaysia Duration: Oct 8 2023 → Oct 11 2023

Publication series

Name	Proceedings - International Conference on Image Processing, ICIP
ISSN (Print)	1522-4880

Conference

Conference	30th IEEE International Conference on Image Processing, ICIP 2023
Country/Territory	Malaysia
City	Kuala Lumpur
Period	10/8/23 → 10/11/23

ASJC Scopus Subject Areas

Software
Computer Vision and Pattern Recognition
Signal Processing

Keywords

Prediction of Mechanical Properties
Quasi-images
Random Forest
ResNeXt
SEM Images

Access to Document

10.1109/ICIP49359.2023.10222020

Cite this

Safavigerdini, K., Nouduri, K., Surya, R., Reinhard, A., Quinlan, Z., Bunyak, F., Maschmann, M. R., & Palaniappan, K. (2023). Predicting Mechanical Properties of Carbon Nanotube (CNT) Images Using Multi-Layer Synthetic Finite Element Model Simulations. In 2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings (pp. 3264-3268). (Proceedings - International Conference on Image Processing, ICIP). IEEE Computer Society. https://doi.org/10.1109/ICIP49359.2023.10222020

Predicting Mechanical Properties of Carbon Nanotube (CNT) Images Using Multi-Layer Synthetic Finite Element Model Simulations. / Safavigerdini, Kaveh; Nouduri, Koundinya; Surya, Ramakrishna et al.
2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings. IEEE Computer Society, 2023. p. 3264-3268 (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Safavigerdini, K, Nouduri, K, Surya, R, Reinhard, A, Quinlan, Z, Bunyak, F, Maschmann, MR & Palaniappan, K 2023, Predicting Mechanical Properties of Carbon Nanotube (CNT) Images Using Multi-Layer Synthetic Finite Element Model Simulations. in 2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings. Proceedings - International Conference on Image Processing, ICIP, IEEE Computer Society, pp. 3264-3268, 30th IEEE International Conference on Image Processing, ICIP 2023, Kuala Lumpur, Malaysia, 10/8/23. https://doi.org/10.1109/ICIP49359.2023.10222020

Safavigerdini K, Nouduri K, Surya R, Reinhard A, Quinlan Z, Bunyak F et al. Predicting Mechanical Properties of Carbon Nanotube (CNT) Images Using Multi-Layer Synthetic Finite Element Model Simulations. In 2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings. IEEE Computer Society. 2023. p. 3264-3268. (Proceedings - International Conference on Image Processing, ICIP). doi: 10.1109/ICIP49359.2023.10222020

Safavigerdini, Kaveh ; Nouduri, Koundinya ; Surya, Ramakrishna et al. / Predicting Mechanical Properties of Carbon Nanotube (CNT) Images Using Multi-Layer Synthetic Finite Element Model Simulations. 2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings. IEEE Computer Society, 2023. pp. 3264-3268 (Proceedings - International Conference on Image Processing, ICIP).

@inproceedings{65391daca77e4f99b6bc9b0a84076c3a,

title = "Predicting Mechanical Properties of Carbon Nanotube (CNT) Images Using Multi-Layer Synthetic Finite Element Model Simulations",

keywords = "Prediction of Mechanical Properties, Quasi-images, Random Forest, ResNeXt, SEM Images",

author = "Kaveh Safavigerdini and Koundinya Nouduri and Ramakrishna Surya and Andrew Reinhard and Zach Quinlan and Filiz Bunyak and Maschmann, \{Matthew R.\} and Kannappan Palaniappan",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 30th IEEE International Conference on Image Processing, ICIP 2023 ; Conference date: 08-10-2023 Through 11-10-2023",

year = "2023",

doi = "10.1109/ICIP49359.2023.10222020",

language = "English",

series = "Proceedings - International Conference on Image Processing, ICIP",

publisher = "IEEE Computer Society",

pages = "3264--3268",

booktitle = "2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings",

}

TY - GEN

T1 - Predicting Mechanical Properties of Carbon Nanotube (CNT) Images Using Multi-Layer Synthetic Finite Element Model Simulations

AU - Safavigerdini, Kaveh

AU - Nouduri, Koundinya

AU - Surya, Ramakrishna

AU - Reinhard, Andrew

AU - Quinlan, Zach

AU - Bunyak, Filiz

AU - Maschmann, Matthew R.

AU - Palaniappan, Kannappan

PY - 2023

Y1 - 2023

KW - Prediction of Mechanical Properties

KW - Quasi-images

KW - Random Forest

KW - ResNeXt

KW - SEM Images

UR - https://www.scopus.com/pages/publications/85173235281

UR - https://www.scopus.com/pages/publications/85173235281#tab=citedBy

U2 - 10.1109/ICIP49359.2023.10222020

DO - 10.1109/ICIP49359.2023.10222020

M3 - Conference contribution

AN - SCOPUS:85173235281

T3 - Proceedings - International Conference on Image Processing, ICIP

SP - 3264

EP - 3268

BT - 2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings

PB - IEEE Computer Society

T2 - 30th IEEE International Conference on Image Processing, ICIP 2023

Y2 - 8 October 2023 through 11 October 2023

ER -

Predicting Mechanical Properties of Carbon Nanotube (CNT) Images Using Multi-Layer Synthetic Finite Element Model Simulations

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

Other files and links

Fingerprint

Cite this