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Employment (3)

University of Notre Dame: Notre Dame, Indiana, US

2021-08-01 to present | Assistant Professor (Civil & Environmental Engineering and Earth Sciences)
Employment
Source: Self-asserted source
Patrick Brewick

US Naval Research Laboratory: Washington, DC, US

2016-10-04 to 2021-07-31 | Research Scientist (Materials Science & Technology)
Employment
Source: Self-asserted source
Patrick Brewick

University of Southern California: Los Angeles, California, US

2014-07-01 to 2016-09-09 | Postdoctoral Fellow (Sonny Astani Department of Civil and Environmental Engineering)
Employment
Source: Self-asserted source
Patrick Brewick

Education and qualifications (4)

Columbia University: New York, NY, US

2009 to 2014 | PhD (Civil Engineering and Engineering Mechanics)
Education
Source: Self-asserted source
Patrick Brewick

Columbia University: New York, US

2012 | M.Phil (Civil Engineering and Engineering Mechanics)
Education
Source: Self-asserted source
Patrick Brewick

Columbia University: New York, US

2010 | M.S. (Civil Engineering and Engineering Mechanics)
Education
Source: Self-asserted source
Patrick Brewick

University of Notre Dame: Notre Dame, IN, US

2005 to 2009 | BS (Civil and Environmental Engineering)
Education
Source: Self-asserted source
Patrick Brewick

Works (35)

Modal analysis of Doppler shift and strain time histories extracted from distributed fiber optic sensing data

Smart Materials and Structures
2025-02-01 | Journal article
DOI: 10.1088/1361-665X/ada59a
Contributors: Patrick T Brewick; Francisco Peña; Allen R Parker; Hon M Chan
Source: check_circle
Crossref

A bi-fidelity DeepONet approach for modeling hysteretic systems under uncertainty

Applied Mathematical Modelling
2024-11 | Journal article
DOI: 10.1016/j.apm.2024.06.045
Contributors: Subhayan De; Patrick T. Brewick
Source: check_circle
Crossref

Hierarchical Bayesian calibration of deck deflection models using distributed fiber optic strain data

Engineering Structures
2024-01 | Journal article
DOI: 10.1016/j.engstruct.2023.117077
Contributors: Patrick T. Brewick
Source: check_circle
Crossref

Hierarchical Bayesian calibration of regional moment magnitude predictive models

Soil Dynamics and Earthquake Engineering
2023-12 | Journal article
DOI: 10.1016/j.soildyn.2023.108198
Contributors: Hongjie Li; Alexandros A. Taflanidis; Patrick Brewick
Source: check_circle
Crossref

Modeling and model updating of a full-scale experimental base-isolated building

Engineering Structures
2023-04 | Journal article
DOI: 10.1016/j.engstruct.2022.114216
Contributors: Tianhao Yu; Erik A. Johnson; Patrick T. Brewick; Richard E. Christenson; Eiji Sato; Tomohiro Sasaki
Source: check_circle
Crossref

Using surrogate models and mechanics to predict pressure from strain data

Ocean Engineering
2022-10 | Journal article
DOI: 10.1016/j.oceaneng.2022.112064
Contributors: Patrick T. Brewick; Ahmed M. Ibrahim; Meredith Hutchinson; Jesse Morgan
Source: check_circle
Crossref

Assessing the reliability of the cargo deck of a hovercraft through fiber optic strain measurements

Marine Structures
2022-01 | Journal article
DOI: 10.1016/j.marstruc.2021.103090
Contributors: Patrick T. Brewick; Adrian S. Wos; Meredith Hutchinson
Source: check_circle
Crossref

Simulating Pitting Corrosion in AM 316L Microstructures Through Phase Field Methods and Computational Modeling

Journal of The Electrochemical Society
2022-01-01 | Journal article
DOI: 10.1149/1945-7111/ac4935
Contributors: Patrick T. Brewick
Source: check_circle
Crossref

Modeling the Dynamic Behavior of Isolation Devices in a Hybrid Base-Isolation Layer of a Full-Scale Building

Journal of Engineering Mechanics
2020-11 | Journal article
DOI: 10.1061/(ASCE)EM.1943-7889.0001774
Contributors: Patrick T. Brewick; Erik A. Johnson; Eiji Sato; Tomohiro Sasaki
Source: check_circle
Crossref

A Bayesian model calibration framework to evaluate brain tissue characterization experiments

Computer Methods in Applied Mechanics and Engineering
2019-12 | Journal article
DOI: 10.1016/j.cma.2019.112604
Part of ISSN: 0045-7825
Source: Self-asserted source
Patrick Brewick

Modeling the influence of microstructure on the stress distributions of corrosion pits

Corrosion Science
2019-09 | Journal article
DOI: 10.1016/j.corsci.2019.108111
Part of ISSN: 0010-938X
Source: Self-asserted source
Patrick Brewick

NLPAR: Non-local smoothing for enhanced EBSD pattern indexing

Ultramicroscopy
2019-05 | Journal article
DOI: 10.1016/j.ultramic.2019.02.013
Part of ISSN: 0304-3991
Source: Self-asserted source
Patrick Brewick

A hybrid probabilistic framework for model validation with application to structural dynamics modeling

Mechanical Systems and Signal Processing
2019-04 | Journal article
DOI: 10.1016/j.ymssp.2018.10.014
Part of ISSN: 0888-3270
Source: Self-asserted source
Patrick Brewick

Modeling the Influence of Microstructure on Stress Distributions and Concentrations in Pitting Corrosion

Volume 12: Materials: Genetics to Structures
2018-11-09 | Conference paper
DOI: 10.1115/imece2018-86465
ISBN: 9780791852170
Source: Self-asserted source
Patrick Brewick

Constructing and evaluating generalized models for a base‐isolated structure

Structural Control and Health Monitoring
2018-11-03 | Journal article
DOI: 10.1002/stc.2243
Contributors: Patrick T. Brewick; Erik A. Johnson; Eiji Sato; Tomohiro Sasaki
Source: check_circle
Crossref

Investigation of Model Falsification Using Error and Likelihood Bounds with Application to a Structural System

Journal of Engineering Mechanics
2018-09 | Journal article
DOI: 10.1061/(asce)em.1943-7889.0001440
Part of ISSN: 0733-9399
Part of ISSN: 1943-7889
Source: Self-asserted source
Patrick Brewick

Uncertainty quantification for constitutive model calibration of brain tissue

Journal of the Mechanical Behavior of Biomedical Materials
2018-09 | Journal article
DOI: 10.1016/j.jmbbm.2018.05.037
Part of ISSN: 1751-6161
Source: Self-asserted source
Patrick Brewick

A Data-based Probabilistic Approach for the Generation of Spectra-Compatible Time-History Records

Journal of Earthquake Engineering
2018-09-14 | Journal article
DOI: 10.1080/13632469.2017.1286618
Part of ISSN: 1363-2469
Part of ISSN: 1559-808X
Source: Self-asserted source
Patrick Brewick

Dynamical response identification of a class of nonlinear hysteretic systems

Journal of Intelligent Material Systems and Structures
2018-08 | Journal article
DOI: 10.1177/1045389x18778792
Part of ISSN: 1045-389X
Part of ISSN: 1530-8138
Source: Self-asserted source
Patrick Brewick

Fusing State-Space and Data-Driven Strategies for Computational Shock Response Prediction

AIAA Journal
2018-06 | Journal article
DOI: 10.2514/1.j056446
Part of ISSN: 0001-1452
Part of ISSN: 1533-385X
Source: Self-asserted source
Patrick Brewick

Computationally Efficient Bayesian Model Selection for Locally Nonlinear Structural Dynamic Systems

Journal of Engineering Mechanics
2018-05 | Journal article
DOI: 10.1061/(asce)em.1943-7889.0001397
Part of ISSN: 0733-9399
Part of ISSN: 1943-7889
Source: Self-asserted source
Patrick Brewick

Microstructure-sensitive modeling of pitting corrosion: Effect of the crystallographic orientation

Corrosion Science
2017-12 | Journal article
DOI: 10.1016/j.corsci.2017.09.009
Part of ISSN: 0010-938X
Source: Self-asserted source
Patrick Brewick

Addressing Uncertainty in Constitutive Model Forms and Parameters for FE Models of the Human Head Subjected to Blast Loading

Volume 3: Biomedical and Biotechnology Engineering
2017-11-03 | Conference paper
DOI: 10.1115/imece2017-70281
ISBN: 9780791858363
Source: Self-asserted source
Patrick Brewick

Enabling reduced-order data-driven nonlinear identification and modeling through naïve elastic net regularization

International Journal of Non-Linear Mechanics
2017-09 | Journal article
DOI: 10.1016/j.ijnonlinmec.2017.01.016
Part of ISSN: 0020-7462
Source: Self-asserted source
Patrick Brewick

Increasing the efficiency and efficacy of second-order blind identification (SOBI) methods

Structural Control and Health Monitoring
2017-06 | Journal article
DOI: 10.1002/stc.1921
Part of ISSN: 1545-2255
Source: Self-asserted source
Patrick Brewick

Efficient Data Fusion and Practical Considerations for Structural Identification

Identification Methods for Structural Health Monitoring
2016 | Book chapter
DOI: 10.1007/978-3-319-32077-9_2
Part of ISBN: 9783319320755
Part of ISBN: 9783319320779
Part of ISSN: 0254-1971
Part of ISSN: 2309-3706
Source: Self-asserted source
Patrick Brewick

Hybrid Time/Frequency Domain Identification of Real Base-Isolated Structure

Conference Proceedings of the Society for Experimental Mechanics Series
2016 | Book chapter
DOI: 10.1007/978-3-319-29751-4_31
Part of ISBN: 9783319297507
Part of ISBN: 9783319297514
Part of ISSN: 2191-5644
Part of ISSN: 2191-5652
Source: Self-asserted source
Patrick Brewick

Combining optimization methods with response spectra curve-fitting toward improved damping ratio estimation

Mechanical Systems and Signal Processing
2016-12 | Journal article
DOI: 10.1016/j.ymssp.2016.04.010
Part of ISSN: 0888-3270
Source: Self-asserted source
Patrick Brewick

Data-Based Nonlinear Identification and Constitutive Modeling of Hysteresis in NiTiNOL and Steel Strands

Journal of Engineering Mechanics
2016-12 | Journal article
DOI: 10.1061/(asce)em.1943-7889.0001170
Part of ISSN: 0733-9399
Part of ISSN: 1943-7889
Source: Self-asserted source
Patrick Brewick

A probabilistic study of the robustness of an adaptive neural estimation method for hysteretic internal forces in nonlinear MDOF systems

Probabilistic Engineering Mechanics
2016-07 | Journal article
DOI: 10.1016/j.probengmech.2016.04.002
Part of ISSN: 0266-8920
Source: Self-asserted source
Patrick Brewick

An evaluation of data-driven identification strategies for complex nonlinear dynamic systems

Nonlinear Dynamics
2016-07 | Journal article
DOI: 10.1007/s11071-016-2761-x
Part of ISSN: 0924-090X
Part of ISSN: 1573-269X
Source: Self-asserted source
Patrick Brewick

Vibration Mitigation and Monitoring: A Case Study of Construction in a Museum

Journal of the American Institute for Conservation
2016-01-02 | Journal article
DOI: 10.1080/01971360.2015.1106817
Part of ISSN: 0197-1360
Part of ISSN: 1945-2330
Source: Self-asserted source
Patrick Brewick

Exploration of the Impacts of Driving Frequencies on Damping Estimates

Journal of Engineering Mechanics
2015-03 | Journal article
DOI: 10.1061/(asce)em.1943-7889.0000847
Part of ISSN: 0733-9399
Part of ISSN: 1943-7889
Source: Self-asserted source
Patrick Brewick

On the application of blind source separation for damping estimation of bridges under traffic loading

Journal of Sound and Vibration
2014-12 | Journal article
DOI: 10.1016/j.jsv.2014.08.010
Part of ISSN: 0022-460X
Source: Self-asserted source
Patrick Brewick

An investigation of the effects of traffic induced local dynamics on global damping estimates using operational modal analysis

Mechanical Systems and Signal Processing
2013-12 | Journal article
DOI: 10.1016/j.ymssp.2013.07.013
Part of ISSN: 0888-3270
Source: Self-asserted source
Patrick Brewick

Peer review (19 reviews for 9 publications/grants)

Review activity for ASCE-ASME journal of risk and uncertainty in engineering systems. (2)
Review activity for International journal of non-linear mechanics. (2)
Review activity for Journal of aerospace engineering. (3)
Review activity for Journal of engineering mechanics / (2)
Review activity for Materials today communications. (1)
Review activity for Mechanical systems and signal processing. (2)
Review activity for NDT & E international. (2)
Review activity for Optics communications. (1)
Review activity for Reliability engineering & systems safety. (4)
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