Publications

Nutkiewicz, A., Yang, Z., & Jain, R. (2018). Data-driven Urban Energy Simulation (DUE-S): A framework for integrating engineering simulation and machine learning methods in a multi-scale urban energy modeling workflow. Applied Energy, 225(2018), 1176. https://purl.stanford.edu/vz908gn4047

Song, M., & Fischer, M. (2018). Generating Bills of Materials for Daily Work Orders Consisting of Made-to-stock Materials. CIFE Technical Report #226. Center for Integrated Facility Engineering. https://purl.stanford.edu/rb035fq5117

Johnson, T., Peterson, F., Myers, M., Taube, R., & Fischer, M. (2018). Predicting, Analyzing, and Educating on Wage Theft with Machine Learning Tools. CIFE Technical Report #229. Center for Integrated Facility Engineering. https://purl.stanford.edu/mx396wr3611

Hamledari, H., Davari, S., Sajedi, S. O., Zangeneh, P., McCabe, B., & Fischer, M. (2018). UAV Mission Planning in Support of Robotic Construction Progress Monitoring. CIFE Technical Report #231. Center for Integrated Facility Engineering. https://purl.stanford.edu/mz896pd9320

Gupta, K., Yang, Z., & Jain, R. (2018). Urban Data Integration (UDI) using Proximity Relationship Learning for Design, Management and Operations of Sustainable Urban Systems. CIFE Technical Report #227. Center for Integrated Facility Engineering. https://purl.stanford.edu/dq583pv0055

Hall, D., & Levitt, R. (2018). Which Project Integration Strategies Deliver High Performance Projects?. CIFE Technical Report #225. Center for Integrated Facility Engineering. https://purl.stanford.edu/by862mp7407

Garcia-Lopez, N., & Fischer, M. (2017). A Critical Assessment of the Support Offered by Current Construction Models for Managing Workflow in the Field. CIFE Technical Report #223. Center for Integrated Facility Engineering. https://purl.stanford.edu/rx089yn5765

Barg, S., Flager, F., & Fischer, M. (2017). An Analytical Method to Estimate the Total Installed Cost of Steel Frames during Early Design. CIFE Technical Report #220. Center for Integrated Facility Engineering. https://purl.stanford.edu/yb503ws4475

Zhao, N., Kam, C., Lo, J., Kim, J. I., & Fischer, M. (2017). Construction Parts in Building Construction Projects: Definition and Case Study. CIFE Working Paper #142. Center for Integrated Facility Engineering. https://purl.stanford.edu/wx965qw8486

Hamledari, H., McCabe, B., Davari, S., Shahi, A., Azar, E., & Flager, F. (2017). Evaluation of Computer Vision-and 4D BIM-based Construction Progress Tracking on a UAV Platform. CIFE Technical Report #235. Center for Integrated Facility Engineering. https://purl.stanford.edu/wh873cw2351

Hamledari, H. (2017). IFC-Enabled Site-to-BIM Automation: An Interoperable Approach Toward the Integration of Unmanned Aerial Vehicle (UAV)-Captured Reality into BIM. CIFE Technical Report #233. Center for Integrated Facility Engineering. https://purl.stanford.edu/gf324nd7978

Grey, F., & Fruchter, R. (2017). Modelling the Dynamic Interaction between Building Performance and Occupant Well-being. CIFE Technical Report #224. Center for Integrated Facility Engineering. https://purl.stanford.edu/km423nf8049

Kam, C., Senaratna, D., McKinney, B., Xiao, Y., & Song, M. (2016). The VDC Scorecard: Formulation and Validation. CIFE Working Paper #135. Center for Integrated Facility Engineering. https://purl.stanford.edu/xd249sp3509

Chu, M. L., Parigi, P., Law, K., & Latombe, J.-C. (2015). A Computational Framework Incorporating Human and Social Behaviors for Occupant-centric Egress Simulation. CIFE Technical Report #219. Center for Integrated Facility Engineering. https://purl.stanford.edu/jw835rf0798

Peterson, F. (2015). A Study of Input and Output Field Quantification in Heavy Civil Construction. CIFE Working Paper #137. Center for Integrated Facility Engineering. https://purl.stanford.edu/tc251vf6444

Hippe, A., Becker, A., Fischer, M., & Schwegler, B. (2015). Estimation of Cost Required to Elevate US Ports in Response to Climate Change: A Thought Exercise for Climate Critical Resources. CIFE Working Paper #138. Center for Integrated Facility Engineering. https://purl.stanford.edu/rm328fb1292

Abraham, K., Flager, F., Macedo, J., Gerber, D., & Lepech, M. (2014). Enhancing Pre-Construction Decision-Making on Sustainable Commercial Building Projects. CIFE Technical Report #217. Center for Integrated Facility Engineering. https://purl.stanford.edu/qn758pg5219

Mehdizadeh, R., Fischer, M., & Celoza, A. (2014). LEED and Energy Efficiency: Do Owners Game the System?. Journal of Sustainable Real Estate, 5(1), 23-34. https://purl.stanford.edu/jx532ch4767

Yuventi, J., & Mehdizadeh, R. (2013). A Critical Analysis of Power Usage Effectiveness and Its Use as Data Center Energy Sustainability Metrics. CIFE Working Paper #131. Center for Integrated Facility Engineering. https://purl.stanford.edu/yz143cs2917

Kim, T. W., Rajagopal, R., Fischer, M., & Kam, C. (2013). A Knowledge-Based Framework for Automated Space-Use Analysis. CIFE Technical Report #207. Center for Integrated Facility Engineering. https://purl.stanford.edu/nm203vm7733