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Deep learning for post‐hurricane aerial damage assessment of buildings

Computer-aided civil and infrastructure engineering, 2021-06, Vol.36 (6), p.695-710

2021

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A probabilistic upscaling of microstructural randomness in modeling mesoscale elastic properties of concrete

Computers & structures, 2020-09, Vol.237, p.106272, Article 106272

2020

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An uncertainty-aware framework for reliable disaster damage assessment via crowdsourcing

International journal of disaster risk reduction, 2021-03, Vol.55, p.102110, Article 102110

2021

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Reliability-based lifecycle management for corroding pipelines

Structural safety, 2019-01, Vol.76, p.1-14

2019

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Enhancing post-hurricane regional loss assessment with crowdsourcing: A probabilistic inference approach

International journal of disaster risk reduction, 2024-06, Vol.107, p.104456, Article 104456

2024

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A post-hurricane building debris estimation workflow enabled by uncertainty-aware AI and crowdsourcing

International journal of disaster risk reduction, 2024-10, Vol.112, p.104785, Article 104785

2024

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Stochastic Modeling of Crack Growth and Maintenance Optimization for Metallic Components Subjected to Fatigue-Induced Failure

ASCE-ASME journal of risk and uncertainty in engineering systems, Part B. Mechanical engineering, 2025-06, Vol.11 (2)

2025

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Post‐disaster damage classification based on deep multi‐view image fusion

Computer-aided civil and infrastructure engineering, 2023-03, Vol.38 (4), p.528-544

2023

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A Methodology for Robust Comparative Life Cycle Assessments Incorporating Uncertainty

Environmental science & technology, 2016-06, Vol.50 (12), p.6397-6405

2016

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Comparative pavement life cycle assessment with parameter uncertainty

Transportation research. Part D, Transport and environment, 2013-12, Vol.25, p.131-138

2013

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Incorporating uncertainty in the life cycle assessment of biodiesel from waste cooking oil addressing different collection systems

Resources, conservation and recycling, 2016-09, Vol.112, p.83-92

2016

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Probabilistic multiscale characterization and modeling of organic-rich shale poroelastic properties

Acta geotechnica, 2018-08, Vol.13 (4), p.781-800

2018

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Uncertainty‐aware convolutional neural network for explainable artificial intelligence‐assisted disaster damage assessment

Structural control and health monitoring, 2022-10, Vol.29 (10), p.n/a

2022

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Multiscale Poromechanical Modeling of Shales Incorporating Microcracks

Rock mechanics and rock engineering, 2019-12, Vol.52 (12), p.5099-5121

2019

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A probabilistic mesoscale damage detection in polycrystals using a random matrix approach

Journal of intelligent material systems and structures, 2013-05, Vol.24 (8), p.1007-1017

2013

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A Probabilistic Crowd–AI Framework for Reducing Uncertainty in Postdisaster Building Damage Assessment

Journal of engineering mechanics, 2023-09, Vol.149 (9)

2023

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Estimating mode II fracture energy of rocks using the scratch test and phase field modeling

Acta geotechnica, 2024-06, Vol.19 (6), p.3751-3767

2024

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A Lifecycle Cost Analysis of Residential Buildings Including Natural Hazard Risk

Journal of construction engineering and management, 2017-07, Vol.143 (7)

2017

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Probabilistic Hurricane Wind-Induced Loss Model for Risk Assessment on a Regional Scale

ASCE-ASME journal of risk and uncertainty in engineering systems. Part A, Civil Engineering, 2020-06, Vol.6 (2)

2020

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Stochastic comparative assessment of life-cycle greenhouse gas emissions from conventional and electric vehicles

The international journal of life cycle assessment, 2015-06, Vol.20 (6), p.854-864

2015

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Streamlined life cycle assessment: A case study on tablets and integrated circuits

Journal of cleaner production, 2018-11, Vol.200, p.819-826

2018

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Data analytics for simplifying thermal efficiency planning in cities

Journal of the Royal Society interface, 2016-04, Vol.13 (117), p.20150971

2016

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Operational Strategies for Increasing Secondary Materials in Metals Production Under Uncertainty

Journal of sustainable metallurgy, 2017-06, Vol.3 (2), p.350-361

2017

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A multiscale modeling of damage accumulation and permeability variation in shale rocks under mechanical loading

Journal of petroleum science & engineering, 2021-03, Vol.198, p.108123, Article 108123

2021

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Chemical reactions of carbonate-rich mudstones with aqueous CO2 and their impacts on rock's local microstructural and chemo-mechanical properties

Journal of natural gas science and engineering, 2022-07, Vol.103, p.104587, Article 104587

2022

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Deep learning for post‐hurricane aerial damage assessment of buildings

A probabilistic upscaling of microstructural randomness in modeling mesoscale elastic properties of concrete

An uncertainty-aware framework for reliable disaster damage assessment via crowdsourcing

Reliability-based lifecycle management for corroding pipelines

Enhancing post-hurricane regional loss assessment with crowdsourcing: A probabilistic inference approach

A post-hurricane building debris estimation workflow enabled by uncertainty-aware AI and crowdsourcing

Stochastic Modeling of Crack Growth and Maintenance Optimization for Metallic Components Subjected to Fatigue-Induced Failure

Post‐disaster damage classification based on deep multi‐view image fusion

A Methodology for Robust Comparative Life Cycle Assessments Incorporating Uncertainty

Comparative pavement life cycle assessment with parameter uncertainty

Incorporating uncertainty in the life cycle assessment of biodiesel from waste cooking oil addressing different collection systems

Probabilistic multiscale characterization and modeling of organic-rich shale poroelastic properties

Uncertainty‐aware convolutional neural network for explainable artificial intelligence‐assisted disaster damage assessment

Multiscale Poromechanical Modeling of Shales Incorporating Microcracks

A probabilistic mesoscale damage detection in polycrystals using a random matrix approach

A Probabilistic Crowd–AI Framework for Reducing Uncertainty in Postdisaster Building Damage Assessment

Estimating mode II fracture energy of rocks using the scratch test and phase field modeling

A Lifecycle Cost Analysis of Residential Buildings Including Natural Hazard Risk

Probabilistic Hurricane Wind-Induced Loss Model for Risk Assessment on a Regional Scale

Stochastic comparative assessment of life-cycle greenhouse gas emissions from conventional and electric vehicles

Streamlined life cycle assessment: A case study on tablets and integrated circuits

Data analytics for simplifying thermal efficiency planning in cities

Operational Strategies for Increasing Secondary Materials in Metals Production Under Uncertainty

A multiscale modeling of damage accumulation and permeability variation in shale rocks under mechanical loading

Chemical reactions of carbonate-rich mudstones with aqueous CO2 and their impacts on rock's local microstructural and chemo-mechanical properties

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