Publications
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- Sonta, A., & Jain, R. (2020). Learning Socio-organizational Network Structure in Buildings with Ambient Sensing Data. CIFE Technical Report #242. Center for Integrated Facility Engineering. https://purl.stanford.edu/ss773tz5948
- Chai, E., & Murmann, B. (2020). Machine Learning Hardware Case Study for Smart Buildings. CIFE Technical Report #244. Center for Integrated Facility Engineering. https://purl.stanford.edu/rj953fk8222
- Pullen, T., Hall, D., & Lessing, J. (2019). A Preliminary Overview of Emerging Trends for Industrialized Construction in the United States. CIFE Technical Report #237. Center for Integrated Facility Engineering. https://purl.stanford.edu/zh598fh8153
- Gasparro, K., & Levitt, R. (2019). Community Investment: Improving Feedback Loops in Project Delivery with Participatory Technology. CIFE Working Paper #146. Center for Integrated Facility Engineering. https://purl.stanford.edu/xh591zg2309
- Chai, E., & Murmann, B. (2019). Edge Computing Hardware for Smart Buildings. CIFE Technical Report #236. Center for Integrated Facility Engineering. https://purl.stanford.edu/ns297py3379
- Barg, S., Flager, F., & Fischer, M. (2019). Exploring Methods to Quantitatively Compare Optimization Techniques for Building Envelope Design. CIFE Working Paper #145. Center for Integrated Facility Engineering. https://purl.stanford.edu/kt315yx6941
- Song, M., & Fischer, M. (2019). Iterative Formalization of Smallest Workface Boundary for Generating Daily Bills of Materials. CIFE Working Paper #144. Center for Integrated Facility Engineering. https://purl.stanford.edu/sf833vg3046
- Fu, E., Sibi, S., Miller, D., Johns, M., Mok, B., Fischer, M., & Sirkin, D. (2019). The Car That Cried Wolf: Driver Responses to Missing, Perfectly Performing, and Oversensitive Collision Avoidance Systems. 2019 IEEE Intelligent Vehicles Symposium.
- Chen, C., & Gorle, C. (2019). Validating Computational Predictions of Natural Ventilation in Stanford’s Y2E2 Building. The 7th International Symposium on Computational Wind Engineering 2018. https://purl.stanford.edu/jq045vh4041
- Zhang, Z., Hamledari, H., Billington, S., & Fischer, M. (2018). 4D Beyond Construction: Spatio-Temporal and Life-Cyclic Modeling and Visualization of Infrastructure Data. CIFE Technical Report #234. Center for Integrated Facility Engineering. https://purl.stanford.edu/zk193gk2221
- Ranalli, F., Flager, F., & Fischer, M. (2018). A Ground Structure Method to Minimize the Total Installed Cost of Steel Frame Structures. World Academy of Science, Engineering and Technology, International Science Index 134, International Journal of Civil and Environmental Engineering, 12(2), 153. https://doi.org/10.5281/zenodo.1315821
- Garcia-Lopez, N., & Fischer, M. (2018). A Model for Managing Construction Activities and Flows. CIFE Working Paper #143. Center for Integrated Facility Engineering. https://purl.stanford.edu/cs947pp1073
- Hamledari, H., Davari, S., Azar, E., McCabe, B., Flager, F., & Fischer, M. (2018). Automated Development of As-Built and As-Is BIMs Using Computer Vision and UAV-Captured Reality. CIFE Technical Report #230. Center for Integrated Facility Engineering. https://purl.stanford.edu/jr719nd4444
- 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