Rebecca Napolitano

Affiliate Researcher
Titles and Affiliations
Assistant Professor in Architectural Engineering, Architectural Engineering

Existing buildings and historic structures play key roles in the communities they are a part of. Not only are they an important part of cultural legacy, but they also are crucial in surmounting engineering challenges like the design of sustainable infrastructure, space shortages, increased costs of construction, and the lowering life cycle costs. By reusing or recycling existing and historic structures, communities can reduce their carbon costs, decrease the amount of solid waste they are contributing to landfills, and save on new construction materials. Before existing structures can be preserved or renovated however, an assessment of the existing building must be completed. This process must comprise documenting where damages are, understanding how existing damages originated and assessing the current capacity of a structure. My research is in hybrid! analytics which lies at the intersection of architectural engineering, computer science, and historic preservation. Hybrid analytics, a nascent field, is the combination of physics-based modeling and data-driven modeling for the end goal of making real-time predictions and monitoring in the context of Digital Twin a reality. This new field leverages the decipherability and clear-box nature of physics-based modeling, with accuracy and pattern recognition techniques of data-driven machine learning algorithms.

In the News

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Recent Publications

Crack detection in images of masonry using cnns

Hallee, M. J., Napolitano, R. K., Reinhart, W. F. & Glisic, B., Jul 2 2021, In: Sensors. 21, 14, 4929.

Research output: Contribution to journalArticlepeer-review

Smart cities built with smart materials

Napolitano, R., Reinhart, W. & Gevaudan, J. P., Mar 19 2021, In: Science. 371, 6535, p. 1200-1201 2 p.

Research output: Contribution to journalReview articlepeer-review

A Grammar based methodology to support the adaptive reuse of historic buildings: The case study of the sobrado building type

Paulino, D. M. S., Napolitano, R. K., Ligler, H., Bak, K., Hogan, S. L. & Moreno, J. T. C., Sep 10 2021, In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. 46, M-1-2021, p. 515-521 7 p.

Research output: Contribution to journalConference articlepeer-review

Numerical investigation on the composite action of cold-formed steel built-up battened columns

Rahnavard, R., Craveiro, H. D., Laím, L., Simões, R. A. & Napolitano, R., May 2021, In: Thin-Walled Structures. 162, 107553.

Research output: Contribution to journalArticlepeer-review

Eye tracking metrings in perceptiopn and visual attention research for human-infrastructure interaction

Saleem, M. R. & Napolitano, R., 2021, In: International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII. 2021-June, p. 117-125 9 p.

Research output: Contribution to journalConference articlepeer-review

Interpretation of historic structure for non-invasive assessment using eye tracking

Saleem, M. R., Straus, A. & Napolitano, R., Sep 10 2021, In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. 46, M-1-2021, p. 653-660 8 p.

Research output: Contribution to journalConference articlepeer-review

Numerical analysis of natural rubber bearing equipped with steel and shape memory alloys dampers

Sheikhi, J., Fathi, M., Rahnavard, R. & Napolitano, R., Aug 2021, In: Structures. 32, p. 1839-1855 17 p.

Research output: Contribution to journalArticlepeer-review

Teaching Structures in an (Almost) Empty Room: An Assessment of Strategies for Student Engagement in Mixed-mode and Remote Classes

Solnosky, R., Brown, N. C. & Napolitano, R., Jul 26 2021, In: ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Contribution to journalConference articlepeer-review

Cuba's National School of Ballet: Redefining a structural icon

Douglas, I., Napolitano, R. K., Garlock, M. & Glisic, B., Feb 1 2020, In: Engineering Structures. 204, 110040.

Research output: Contribution to journalArticlepeer-review

Hybrid physics-based modeling and data-driven method for diagnostics of masonry structures

Napolitano, R. & Glisic, B., May 1 2020, In: Computer-Aided Civil and Infrastructure Engineering. 35, 5, p. 483-494 12 p.

Research output: Contribution to journalArticlepeer-review

Quantifying the Differences in Documentation and Modeling Levels for Building Pathology and Diagnostics

Napolitano, R., Hess, M. & Glisic, B., Sep 1 2020, In: Archives of Computational Methods in Engineering. 27, 4, p. 1135-1152 18 p.

Research output: Contribution to journalArticlepeer-review

Numerical evaluation of the behavior of ordinary and reinforced stone columns

Nav, M. A., Rahnavard, R., Noorzad, A. & Napolitano, R., Jun 2020, In: Structures. 25, p. 481-490 10 p.

Research output: Contribution to journalArticlepeer-review

Investigating the effects of seismic isolators on steel asymmetric structures considering soil-structure interaction

Radkia, S., Rahnavard, R., Tuwair, H., Abbas Gandomkar, F. & Napolitano, R., Oct 2020, In: Structures. 27, p. 1029-1040 12 p.

Research output: Contribution to journalArticlepeer-review

Numerical investigation of the cyclic performance of reinforced concrete frames equipped with a combination of a rubber core and a U-shaped metallic damper

Rahnavard, R., Rebelo, C., Craveiro, H. D. & Napolitano, R., Dec 15 2020, In: Engineering Structures. 225, 111307.

Research output: Contribution to journalArticlepeer-review

Static and dynamic stability analysis of a steel-rubber isolator with rubber cores

Rahnavard, R., Craveiro, H. D. & Napolitano, R., Aug 2020, In: Structures. 26, p. 441-455 15 p.

Research output: Contribution to journalArticlepeer-review