Zobrazeno 1 - 10
of 21
pro vyhledávání: '"Marco Ragone"'
Autor:
Ishraque Zaman Borshon, Marco Ragone, Abhijit H. Phakatkar, Lance Long, Reza Shahbazian-Yassar, Farzad Mashayek, Vitaliy Yurkiv
Publikováno v:
npj Computational Materials, Vol 10, Iss 1, Pp 1-14 (2024)
Abstract A novel approach is presented by integrating images-driven deep learning (DL) with high entropy oxides (HEOs) analysis. A fully convolutional neural network (FCN) is used to interpret experimental scanning transmission electron microscopy (S
Externí odkaz:
https://doaj.org/article/36b5de58823e4aa3992d6aed7e804769
Publikováno v:
Journal of Visualization. 24:771-785
Accurate extraction of features in fluid flows is of importance due to the presence in many natural and technological systems. Recently, methods based on machine learning have emerged as an alternative to traditional Eulerian-based methods to extract
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5048ac2b18e2c7b6cd32f7179196ceb9
https://doi.org/10.1007/s12650-020-00732-0
https://doi.org/10.1007/s12650-020-00732-0
Autor:
Reza Shahbazian-Yassar, Tara Foroozan, Marco Ragone, Farzad Mashayek, Ajaykrishna Ramasubramanian, Vitaliy Yurkiv
Publikováno v:
ACS Applied Energy Materials. 3:10560-10567
The structural character and mechanical stability of solid-electrolyte interphase (SEI) play a critical role in the formation of dendrites in lithium metal batteries (LMBs). However, due to the com...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7595c1533569d101197ceae87ea1aaf8
https://doi.org/10.1021/acsaem.0c01605
https://doi.org/10.1021/acsaem.0c01605
Autor:
Basab Ranjan Das Goswami, Massimiliano Mastrogiorgio, Marco Ragone, Vahid Jabbari, Reza Shahbazian-Yassar, Farzad Mashayek, Vitaliy Yurkiv
Publikováno v:
SSRN Electronic Journal.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::edc2b6c5fa3854f94c1fee6d5cd40894
https://doi.org/10.2139/ssrn.4175047
https://doi.org/10.2139/ssrn.4175047
Autor:
Basab Ranjan Das Goswami, Massimiliano Mastrogiorgio, Marco Ragone, Farzad Mashayek, Vitaliy Yurkiv
Publikováno v:
ECS Meeting Abstracts. :230-230
Li-ion cells have been widely used in battery electric vehicles (BEV), hybrid electric vehicles (HEV), plug-in hybrid electric vehicles (PHEV), and stationary energy storage units due to their high specific energy and excellent cycle life. However, t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::82f6817ebced90b0280fccde02548640
https://doi.org/10.1149/ma2022-023230mtgabs
https://doi.org/10.1149/ma2022-023230mtgabs
Autor:
Farzad Mashayek, Reza Shahbazian-Yassar, Marco Ragone, Tara Foroozan, Ajaykrishna Ramasubramanian, Vitaliy Yurkiv
Publikováno v:
The Journal of Physical Chemistry C. 123:10237-10245
The composition, structure, and the formation mechanism of the solid–electrolyte interphase (SEI) in lithium-based (e.g., Li-ion and Li metal) batteries have been widely explored in the literature....
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8866f065072501c4c1159d4098708712
https://doi.org/10.1021/acs.jpcc.9b00436
https://doi.org/10.1021/acs.jpcc.9b00436
Autor:
Massimiliano Mastrogiorgio, Basab Ranjan Das Goswami, Marco Ragone, Farzad Mashayek, Vitaliy Yurkiv
Publikováno v:
ECS Meeting Abstracts. :434-434
With the rapid development and widespread applications of lithium-ion batteries (LIBs), there is an ongoing need to extend and apply theoretical models that assist LIB’s safety aspects. It is particularly important for electric vehicles (EVs) due t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::913b1d288747ee6baea3f567b8a28281
https://doi.org/10.1149/ma2022-012434mtgabs
https://doi.org/10.1149/ma2022-012434mtgabs
Autor:
Vitaliy Yurkiv, Vahid Jabbari, Massimiliano Mastrogiorgio, Basab Ranjan Das Goswami, Marco Ragone, Reza Shahbazian-Yassar, Farzad Mashayek
Publikováno v:
ECS Meeting Abstracts. :251-251
The formation, structure and composition of the solid-electrolyte interphase (SEI) in lithium batteries have been extensively explored in the prior literature. It is commonly accepted that the SEI consists of two inorganic layer followed by organic l
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3acfe825ae76c60769c22c59d96530b7
https://doi.org/10.1149/ma2022-012251mtgabs
https://doi.org/10.1149/ma2022-012251mtgabs
Autor:
Basab Ranjan Das Goswami, Massimiliano Mastrogiorgio, Marco Ragone, Farzad Mashayek, Vitaliy Yurkiv
Publikováno v:
ECS Meeting Abstracts. :190-190
Safety aspects of Li-ion batteries (LIBs) operation become increasingly important due to their integration into large-scale systems such as electric vehicles (EVs). Recent events involving many EVs explosions endangering consumers’ lives have shown
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::079d9251eab7352903d3d377b5db1215
https://doi.org/10.1149/ma2022-012190mtgabs
https://doi.org/10.1149/ma2022-012190mtgabs
Autor:
Farzad Mashayek, Mahmoud Tamadoni Saray, Reza Shahbazian-Yassar, Lance Long, Marco Ragone, Vitaliy Yurkiv
Publikováno v:
Computational Materials Science. 201:110905
The latest developments of machine learning (ML) and deep learning (DL) algorithms have paved the way to effectively analyze the atomic structure of chemically-complex materials. In this work, we present a DL model built upon a fully convolutional ne
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2c8e2f2d625cd49e35b0c388eb13c1c2
https://doi.org/10.1016/j.commatsci.2021.110905
https://doi.org/10.1016/j.commatsci.2021.110905