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Making the Black Box Transparent: State of the Art in Explainable Machine Learning for Structural Design and Assessment.

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Title: Making the Black Box Transparent: State of the Art in Explainable Machine Learning for Structural Design and Assessment.
Authors: Zaker Esteghamati, Mohsen1, mohsen.zaker@usu.edu, Wang, Jingcheng2, jingchengwang@fzu.edu.cn, Wang, Xiaowei3, xiaoweiwang@tongji.edu.cn, Paal, Stephanie G.4, spaal@civil.tamu.edu, Murphy, Jacob5, jacob70920@tamu.edu, Namin, Ali6, ali.namin@usu.edu, Salman, Abdullahi7, ams0098@uah.edu, Sabari, Adam Ado8, aas0041@uah.edu, Ibrar, Muhammad Ahsan8, mi0025@uah.edu, Mazumder, Ram9, rmazumder@georgiasouthern.edu, Li, Yue10, yxl1566@case.edu, Shafieezadeh, Abdollah11, shafieezadeh.1@osu.edu
Source: Journal of Structural Engineering; Jun2026, Vol. 152 Issue 6, p1-22, 22p
Database: Applied Science & Technology Source
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  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 193068757
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Making the Black Box Transparent: State of the Art in Explainable Machine Learning for Structural Design and Assessment.
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  Data: <searchLink fieldCode="AU" term="%22Zaker+Esteghamati%2C+Mohsen%22">Zaker Esteghamati, Mohsen</searchLink><relatesTo>1</relatesTo>, <i>mohsen.zaker@usu.edu</i><br /><searchLink fieldCode="AU" term="%22Wang%2C+Jingcheng%22">Wang, Jingcheng</searchLink><relatesTo>2</relatesTo>, <i>jingchengwang@fzu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Wang%2C+Xiaowei%22">Wang, Xiaowei</searchLink><relatesTo>3</relatesTo>, <i>xiaoweiwang@tongji.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Paal%2C+Stephanie+G%2E%22">Paal, Stephanie G.</searchLink><relatesTo>4</relatesTo>, <i>spaal@civil.tamu.edu</i><br /><searchLink fieldCode="AU" term="%22Murphy%2C+Jacob%22">Murphy, Jacob</searchLink><relatesTo>5</relatesTo>, <i>jacob70920@tamu.edu</i><br /><searchLink fieldCode="AU" term="%22Namin%2C+Ali%22">Namin, Ali</searchLink><relatesTo>6</relatesTo>, <i>ali.namin@usu.edu</i><br /><searchLink fieldCode="AU" term="%22Salman%2C+Abdullahi%22">Salman, Abdullahi</searchLink><relatesTo>7</relatesTo>, <i>ams0098@uah.edu</i><br /><searchLink fieldCode="AU" term="%22Sabari%2C+Adam+Ado%22">Sabari, Adam Ado</searchLink><relatesTo>8</relatesTo>, <i>aas0041@uah.edu</i><br /><searchLink fieldCode="AU" term="%22Ibrar%2C+Muhammad+Ahsan%22">Ibrar, Muhammad Ahsan</searchLink><relatesTo>8</relatesTo>, <i>mi0025@uah.edu</i><br /><searchLink fieldCode="AU" term="%22Mazumder%2C+Ram%22">Mazumder, Ram</searchLink><relatesTo>9</relatesTo>, <i>rmazumder@georgiasouthern.edu</i><br /><searchLink fieldCode="AU" term="%22Li%2C+Yue%22">Li, Yue</searchLink><relatesTo>10</relatesTo>, <i>yxl1566@case.edu</i><br /><searchLink fieldCode="AU" term="%22Shafieezadeh%2C+Abdollah%22">Shafieezadeh, Abdollah</searchLink><relatesTo>11</relatesTo>, <i>shafieezadeh.1@osu.edu</i>
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PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=193068757
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        Value: 10.1061/JSENDH.STENG-15222
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        Text: English
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              Text: Jun2026
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