Faculty

Institution

Unit

Venue

Abbas Rashidi

Adjunct Associate Professor Associate Professor

University of Utah

Affiliations

John and Marcia Price College of Engineering

Civil & Environmental Engineering

Abbas Rashidi is currently serving as a Civil & Environmental Engineering Adjunct Associate Professor Associate Professor at University of Utah.

Honors

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Experiences

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Education

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Abbas Rashidi

University of Utah

Adjunct Associate Professor Associate Professor

You can click a keyword to filter the displayed items

civil engineering engineering systems engineering construction engineering machine learning computer vision automation infrastructure engineering automation in construction construction technology pattern recognition construction management transportation engineering building engineering technology activity recognition acoustical engineering gpr data transportation research 3d reconstruction construction equipment safety machine vision project management automated inspection point clouds convolutional neural networks aeronautics concrete technology construction jobsites non-towered airports construction job sites industrial informatics transport geography speech processing bridge engineering design automation automatic control active control transportation planning transport infrastructure remote monitoring fall prevention aerial robotics building performance acoustic modeling 3d computer vision 3d vision audio signals civil infrastructure productivity estimation construction firms unmanned aerial systems acoustical modeling bayesian analysis field robotics engineering science power electronics sustainable energy technologies performance monitoring human monitoring energy engineering object detection surveying point cloud processing depth map candidate selection multiple-criteria decision analysis motion analysis movement analysis motion control construction workers solar energy systems large concrete structures machine vision-based inspection activity analysis applied artificial intelligence engineering management industrial artificial intelligence ai architecture intelligent computing artificial intelligence memetic computing multidisciplinary ai intelligent systems computational intelligence neural network (machine learning) management engineering

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Traffic Estimation in Work Zones Using a Custom Regression Model and Data Augmentation. Computer-Aided Civil and Infrastructure Engineering (2025)

Ali Hassandokht MashhadiAbbas RashidiMasoud HamediNikola Marković

infrastructure engineeringcivil engineeringwork zonestraffic estimationcustom regression modelcomputer-aided engineering

A Computer Vision-Based Standalone System for Automated Operational Data Collection at Non-Towered Airports. IEEE Access (2024)

Mohammad FarhadmaneshAbbas RashidiAbhishek Kumar SubediNikola Marković

systems engineeringnon-towered airportsaerospace engineeringairport managementcomputer vision

Aircraft Surface Movement and Operation Monitoring Systems in General Aviation and Commercial Airports: A State-Of-The-Art Review. Iranian Journal of Science and Technology Transactions of Civil Engineering (2024)

Mohammad FarhadmaneshAbbas RashidiPaul SchonfeldJasenka RakasNikola Marković

aerospace engineeringflight controlsystem safetyaircraft navigationcivil engineeringcommercial airportsgeneral aviationcontrol systemsair traffic managementaerospacesystems engineeringaircraft surface movementairport managementnavigationaircraftunmanned aircraft systemsunmanned aerial vehiclesautomatic controlactive controloperations researchair traffic control

An Improved Hybrid Xgboost Model for Culvert Inspection Using Swarm Intelligence Algorithms. Computing in Civil Engineering (2024)

Pouria MohammadiAbbas RashidiSadegh Asgari

infrastructure engineeringconstruction engineeringculvert inspectionsystems engineeringengineeringcivil engineeringgeotechnical engineeringbuilding engineeringswarm intelligencemachine learningmarine engineeringswarm intelligence algorithms

Comparing Performance of Different Machine Learning Methods for Predicting Severity of Construction Work Zone Crashes. Computing in Civil Engineering (2024)

Ali Hassandokht MashhadiAbbas RashidiJuan MedinaNikola Marković

predictive analyticsforecastingsystems engineeringengineeringcivil engineeringfault forecastingperformance evaluationmachine learningfailure prediction

From Raw to Refined: Data Preprocessing for Construction Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning (Rl) Models. Automation in Construction (2024)

SeyedeZahra GolazadAbbas MohammadiAbbas RashidiMohammad Ilbeigi

deep reinforcement learningconstruction engineeringsystems engineeringcivil engineeringautomationreinforcement learningbuilding engineeringmachine learningdata scienceconstruction machine learningconstruction technologyautomation in constructionbuilding information modellingdeep learningdata pre-processing

Implementing Convolution Neural Network (CNN) Based Approach for Traffic Queue Length and Delay Estimation at Highway Ramps. Computing in Civil Engineering (2024)

Sushant TiwariAbbas RashidiNikola Marković

transportation engineeringconvolution neural networktraffic managementcomputer sciencetraffic flowmachine learningtraffic queue lengthcomputer visiondelay estimationhighway rampsconvolutional neural networksdeep learning

Improving Culvert Condition Prediction Models Using Federated Learning: The Case Study of Utah. Construction Research Congress 2022 (2024)

Pouria MohammadiAbbas RashidiSadegh Asgari

federated learningenvironmental engineeringcivil engineeringengineeringmachine learning

Integration of Solar Thermal Collectors and Heat Pumps With Thermal Energy Storage Systems for Building Energy Demand Reduction: A Comprehensive Review. Journal of Energy Storage (2024)

Seyed Mohammad VahidhosseiniSaman RashidiShu-Han HsuWei-Mon YanAbbas Rashidi

power electronicssustainable energysolar thermal collectorsthermal engineeringcontinual improvement processrenewable energy storageenergy demand reductionenvironmental engineeringenergy storagebuilding engineeringrenewable energyheat transfercomprehensive reviewsolar thermal energyengineeringtechnologysustainable energy technologiesthermal managementenergy efficiencythermal energy storage

Optimization of Microphone Placement for Audio-Based Modeling of Construction Jobsites. KSCE Journal of Civil Engineering (2024)

Maria Vitoria Bini FariasYinhu WangAbbas RashidiNikola Marković

construction engineeringengineering optimizationcivil engineeringengineeringmicrophone placementacoustical engineeringdesign optimizationaudio-based modelingconstruction jobsites

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Abbas Rashidi

Adjunct Associate Professor Associate Professor

University of Utah

Affiliations

John and Marcia Price College of Engineering

Civil & Environmental Engineering

Abbas Rashidi is currently serving as a Civil & Environmental Engineering Adjunct Associate Professor Associate Professor at University of Utah.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Abbas Rashidi

University of Utah

Adjunct Associate Professor Associate Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Traffic Estimation in Work Zones Using a Custom Regression Model and Data Augmentation. Computer-Aided Civil and Infrastructure Engineering (2025)

Ali Hassandokht MashhadiAbbas RashidiMasoud HamediNikola Marković

infrastructure engineeringcivil engineeringwork zonestraffic estimationcustom regression modelcomputer-aided engineering

A Computer Vision-Based Standalone System for Automated Operational Data Collection at Non-Towered Airports. IEEE Access (2024)

Mohammad FarhadmaneshAbbas RashidiAbhishek Kumar SubediNikola Marković

systems engineeringnon-towered airportsaerospace engineeringairport managementcomputer vision

Mohammad FarhadmaneshAbbas RashidiPaul SchonfeldJasenka RakasNikola Marković

An Improved Hybrid Xgboost Model for Culvert Inspection Using Swarm Intelligence Algorithms. Computing in Civil Engineering (2024)

Pouria MohammadiAbbas RashidiSadegh Asgari

Comparing Performance of Different Machine Learning Methods for Predicting Severity of Construction Work Zone Crashes. Computing in Civil Engineering (2024)

Ali Hassandokht MashhadiAbbas RashidiJuan MedinaNikola Marković

predictive analyticsforecastingsystems engineeringengineeringcivil engineeringfault forecastingperformance evaluationmachine learningfailure prediction

From Raw to Refined: Data Preprocessing for Construction Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning (Rl) Models. Automation in Construction (2024)

SeyedeZahra GolazadAbbas MohammadiAbbas RashidiMohammad Ilbeigi

Implementing Convolution Neural Network (CNN) Based Approach for Traffic Queue Length and Delay Estimation at Highway Ramps. Computing in Civil Engineering (2024)

Sushant TiwariAbbas RashidiNikola Marković

Improving Culvert Condition Prediction Models Using Federated Learning: The Case Study of Utah. Construction Research Congress 2022 (2024)

Pouria MohammadiAbbas RashidiSadegh Asgari

federated learningenvironmental engineeringcivil engineeringengineeringmachine learning

Integration of Solar Thermal Collectors and Heat Pumps With Thermal Energy Storage Systems for Building Energy Demand Reduction: A Comprehensive Review. Journal of Energy Storage (2024)

Seyed Mohammad VahidhosseiniSaman RashidiShu-Han HsuWei-Mon YanAbbas Rashidi

Optimization of Microphone Placement for Audio-Based Modeling of Construction Jobsites. KSCE Journal of Civil Engineering (2024)

Maria Vitoria Bini FariasYinhu WangAbbas RashidiNikola Marković

construction engineeringengineering optimizationcivil engineeringengineeringmicrophone placementacoustical engineeringdesign optimizationaudio-based modelingconstruction jobsites

1
2
3
4
5
8
10 / page

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Similar Faculty Members

Pingbo Tang

Institution

Carnegie Mellon University

industrial informatics

cyber-physical systems

Fei Dai

Institution

West Virginia University

design

infrastructure engineering

Amir Behzadan

Institution

University of Colorado Boulder

systems engineering

civil engineering

Yelda Turkan

Institution

Oregon State University

digital twinning

digital twins

Arsalan Heydarian

Institution

University of Virginia

built environment

architecture

James Garrett

Institution

Carnegie Mellon University

industrial informatics

sensor suite

Sunil K. Sinha

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environmental engineering

infrastructure engineering

Nora El-Gohary

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University of Illinois Urbana-Champaign

data science

informatics

Carlos Caldas

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University of Texas at Austin

project management

construction engineering

Yaw Adu-Gyamfi

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University of Missouri

data science

transportation engineering