Publication

Journal Articles

[1]. Muin, S. and Mosalam, K.M., (2021), "Structural Health Monitoring Using Machine Learning and Cumulative Absolute Velocity Features." Appl. Sci. 11, 5727. https://doi.org/10.3390/app11125727 [pdf]

Resiliency with H-MC Framework

[2]. Muin, S. and Mosalam, K.M., (2021), "Human-Machine Collaboration (H-MC) framework for structural health monitoring and resiliency." Engineering Structures. [pdf]

[3]. Khan, Y., Thielens, A., Muin, S., Ting, J., Baumbauer, C. and Arias, A. C., (2019), “New frontier of printed electronics: flexible hybrid electronics”, Advanced Materials, 1905279. [pdf]

[4]. Muin, S., Astaneh-Asl, A., and Topkaya, C., (2019), “The Response of Tall Buildings to Far-Field Earthquakes and the Case of a 49-Story Steel Building”, International Journal of Earthquake and Impact Engineering. [pdf]

[5].Kishida, T., Derakhshan, S., Muin, S., Darragh, R., Bozorgnia, Y., Kuehn, N., and Kwak. D. (2018), “Multivariate Prediction of Moment Magnitude for Small-to-Moderate Magnitude Earthquakes in Iran”, Earthquake Spectra, https://doi.org/10.1193/042317EQS074M [pdf]

[6]. Muin, S. and Mosalam, K.M., (2017), "Cumulative Absolute Velocity as a Local Damage Indicator of Instrumented Structures." Earthquake Spectra, Vol 33, Issue 2, pp 641-664. [pdf]

[7]. Muin, S. and Hossain, T.R. (2011), “A comparative study on ATC 40 recommended and numerically derived M-φ relation”, Earthquake Engineering and Engineering Vibration, Springer, Vol 10, No. 4, pp 547-552. [pdf]

[8]. Muin, S., (2011), " A parametric study of RC moment resisting frames at joint level by investigating Moment-curvature relations", International Journal of Civil and Structural Engineering, Integrated Publishers, Volume 2, Issue 1, pp- 23-32. [pdf]

Conference Proceedings

[1]. Muin,S., Chern, C., and Mosalam, K.M., (2020), “Human-Machine Collaboration framework for Bridge Health Monitoring”, In SMIP20 Seminar on Utilization of Strong-Motion Data, Sacremento, California.

[2]. Mosalam, K. M., Muin, S., Günay, S., Tsai, A., Hwang, M., Li, C., Lian, J., and El Ghaoui, L., (2021), “Building Resilience through Structural Health Monitoring and Reconnaissance”, 17th World Conference on Earthquake Engineering, 17WCEE, Sendai, Japan.

[3]. Mosalam, K.M., Muin, S., and Gao, Yuqing, (2019), “Structural Health Monitoring Using Machine Learning”, International Conference in Commemoration of 20th Anniversary of the 1999 Chi-Chi Earthquake, Taipei, Taiwan.

[4]. Mosalam, K.M., Muin, S., and Gao, Yuqing, (2019), “New Directions in Structural Health Monitoring”, First South Asia Conference on Earthquake Engineering (SACEE'19), Karachi, Pakistan.

[5]. Muin, S. and Mosalam, K.M., (2018), “Localized Damage Detection of CSMIP Instrumented Buildings using Cumulative Absolute Velocity: A Machine Learning Approach”. In SMIP18 Seminar on Utilization of Strong-Motion Data, Sacremento, California.

[6]. Liang X, Muin S, Mosalam KM. (2018), “Simulation-Based Data-Driven Damage Detection for Highway Bridge Systems”. Proceedings of the 11th National Conference in Earthquake Engineering, Earthquake Engineering Research Institute, Los Angeles, CA.

[7]. Kishida T., Contrera, V., Bozorgnia Y. , Abrahamson N. A., Ahdi S. K., Ancheta T. D., Boore D. M., Campbell K. W., Chiou B., Darragh R., Gregor N., Kuehn N., Kwak D. Y. , Kwok A. O. , Lin P., Magistrale H., Mazzoni S, Muin S., Midorikawa S., Si H., Silva W. J., Stewart J. P., Wooddell K. E., Youngs R. R. (2018), NGA-Sub Ground Motion Database. Proceedings of the 11th National Conference in Earthquake Engineering, Earthquake Engineering Research Institute, Los Angeles, CA.

[8].Kishida, T., Mazzoni, S., Bozorgnia, Y., Chiou, B., Darragh, R., Haddadi, H.R., Kayen, R., Markham, C., Muin, S., and Silva, W., (2016) “Investigation of ground motions recorded during the 2014 South Napa Earthquake”. SMIP16 Seminar on Utilization of Strong-Motion Data, Irvine, California.

[9]. Muin, S., Günay, S., and Mosalam, K.M., (2015), "Decision making of innovative building façade use in Singapore." International Conference on Performance-based and Life-cycle Structural Engineering. School of Civil Engineering, The University of Queensland.

[10]. Alibrandi, U., Muin, S. and Mosalam, K.M., (2015), "The method of the independent components for sustainable building design." Building Efficiency and Sustainable Technologies, 2015 IEEE International Conference, pp. 101-106. Singapore.

Poster Presentation

[1]. Chern C., Muin, S., and Mosalam, K.M., “Human-Machine Collaboration Framework for Bridge Health Monitoring”, In 2020 PEER Annual Meeting, University of California Berkeley, January 16-17, Berkeley, CA, 2020

[2]. Muin, S. and Mosalam, K.M., “Human-Machine Collaboration Framework for Post-Disaster Structural Health Monitoring”, at the 44th annual Natural Hazards Research and Applications Workshop, Boulder, CO, 2019

[3]. Muin, S. and Mosalam, K.M., "Human-Machine Collaboration Framework for Structural Health Monitoring". In 2019 PEER Annual Meeting, University of California Los Angeles, January 17-18, Los Angeles, CA, 2019.

[4]. Muin, S. and Mosalam, K.M., "A machine-learning approach towards assessing the severity of earthquake-induced damage". In 2018 PEER Annual Meeting, University of California Berkeley, January 18-19, Berkeley, CA, 2018.

[5]. Liang, X., Muin, S. and Mosalam, K.M., Robust Simulation-Based Data-Driven Structural Health Monitoring for Highway Bridge Systems, In 2017 TBSI Second Annual Meeting, Tsinghua-Berkeley Shenzhen Institute, June 25-26, Xiaojingwan, China, 2017.

[6]. Muin, S. and Mosalam, K.M., Cumulative Absolute Velocity as a Localized Damage Detector, In 2017 EERI Annual Meeting, Earthquake Engineering Research Institute, March 8-10, Portland, OR, 2017.

[7]. Astaneh-Asl, A., Leung, M., Muin, S., Effects of Long Distance Earthquakes on Long Span Bridges and Tall Buildings, Proceedings, 2016 EERI Annual Meeting, Earthquake Engineering Research Institute, April 5-8, San Francisco, CA, 2016.

[8].Muin, S., Günay, S., and Mosalam, K.M., Optimized usage of Innovative Buildings Facade use in Singapore, In SinBerBEST Annual Symposium, Building Efficiency, and Sustainability in the Tropics, Singapore, 2015.

[9]. Ahuja, A., Casquero-Modrego, N., Muin, S., Günay, S., and Mosalam, K.M., Linking Research with Practice: Building Envelope Thermal Transfer, In SinBerBEST Annual Symposium, Building Efficiency, and Sustainability in the Tropics, Singapore, 2015.

Invited Talks

[1]. Sifat Muin. "Structural Health Monitoring in the Era of Machine Learning". Structural Engineers Association of Northern California Young Members Forum, February 2019, San Francisco.

[2]. Sifat Muin. "Structural Health Monitoring using Acceleration Data and Machine Learning Tools". 2019 PEER Annual Meeting, January 2019, UCLA.

[3]. Sifat Muin. "Structural Health Monitoring using Machine Learning Approach". Wind-skills network, August 2018, Arup, San Francisco.

Other Publications

[1]. Günay, S., Mosalam, K.M., Archbold, J., Dilsiz, A., DJIMA, W., Gupta, A., Javadinasab Hormozabad, S., Hassan, W., Heresi, P., Morales-Beltran, M., Muin, S., Robertson, I., Romão, X., Kijewski-Correa, T., (2020) "Preliminary Virtual Reconnaissance Report (PVRR)", in StEER - Aegean Sea Earthquake (30 October 2020). DesignSafe-CI. https://doi.org/10.17603/ds2-kmxd-gj50.

[2]. Mosalam, K.M., Kijewski-Correa, T., Hassan, W., Archbold, J., Marshall, J., Mavroeidis, G., Muin, S., Mulchandani, H., Peng, H., Pretell D., Anthony R., Prevatt, D., Robertson, I., Roueche, D., (2018) "StEER - EERI Alaska earthquake: preliminary virtual assessment team (P-VAT) joint report" , DesignSafe-CI, Dataset, doi:10.17603/DS2MQ38

[3]. Mosalam, K., Abuchar, V., Archbold, J., Arteta, C., Fischer, E., Günay, S., Hakhamaneshi, M., Hassan, W., Micheli, L., Muin, S., Pajaro M., Cesar; Pretell D., Anthony R., Peng, H., Robertson, I., Roueche, D., Ziotopoulou, K., (2019) “StEER - M6.4 and M7.1 Ridgecrest, CA Earthquakes on July 4-5, 2019: Preliminary Virtual Reconnaissance Report (PVRR).” DesignSafe-CI. https://doi.org/10.17603/ds2-xqfh-1631.