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M

Mani Golparvar‐Fard

University of Illinois System

49H-index
198Paper Count
9.4KCitation Count
Published Papers 46
Publication Date
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Hybrid deep learning model for predicting failure properties of asphalt binder from fracture surface images
errCOMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
IF9.1
err2025-02-20
err0
errOAAI
errAsadi, Babak; Shah, Viraj; Vyas, Abhilash; Golparvar-Fard, Mani; Hajj, Ramez
errShare
errSave
VisualSiteDiary: A detector-free Vision-Language Transformer model for captioning photologs for daily construction reporting and image retrievals
errAUTOMATION IN CONSTRUCTION
IF11.5
err2024-09-01
err0
errOAAI
errJung, Yoonhwa; Cho, Ikhyun; Hsu, Shun-Hsiang; Golparvar-Fard, Mani
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errSave
Transformer language model for mapping construction schedule activities to uniformat categories
errAUTOMATION IN CONSTRUCTION
IF11.5
err2024-01-01
err3
errOAAI
errJung, Yoonhwa; Hockenmaier, Julia; Golparvar-Fard, Mani
errShare
errSave
Activity-level construction progress monitoring through semantic segmentation of 3D-informed orthographic images
errAUTOMATION IN CONSTRUCTION
IF11.5
err2024-01-01
err8
PREAI
errPal, Aritra; Lin, Jacob J.; Hsieh, Shang-Hsien; Golparvar-Fard, Mani
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errSave
Automated vision-based construction progress monitoring in built environment through digital twin
errDEVELOPMENTS IN THE BUILT ENVIRONMENT
IF8.2
err2023-12-01
err24
errOAAI
errPal, Aritra; Lin, Jacob J.; Hsieh, Shang-Hsien; Golparvar-Fard, Mani
errShare
errSave
Reinforcement learning for high-quality reality mapping of indoor construction using unmanned ground vehicles
errAUTOMATION IN CONSTRUCTION
IF11.5
err2023-12-01
err3
errOAAI
errIbrahim, Amir; Torres-Calderon, Wilfredo; Golparvar-Fard, Mani
errShare
errSave
Construction schedule augmentation with implicit dependency constraints and automated generation of lookahead plan revisions
errAUTOMATION IN CONSTRUCTION
IF11.5
err2023-08-01
err5
errOAAI
errAmer, Fouad; Jung, Yoonhwa; Golparvar-Fard, Mani
errShare
errSave
Multiobjective Optimization of Reality Capture Plans for Computer Vision-Driven Construction Monitoring with Camera-Equipped UAVs
errJOURNAL OF COMPUTING IN CIVIL ENGINEERING
IF5.2
err2022-09-01
err20
PREAI
errIbrahim, Amir; Golparvar-Fard, Mani; El-Rayes, Khaled
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errSave
Learning and critiquing pairwise activity relationships for schedule quality control via deep learning-based natural language processing
errAUTOMATION IN CONSTRUCTION
IF11.5
err2022-02-01
err11
errOAAI
errAmer, Fouad; Hockenmaier, Julia; Golparvar-Fard, Mani
errShare
errSave
Transformer machine learning language model for auto-alignment of long-term and short-term plans in construction
errAUTOMATION IN CONSTRUCTION
IF11.5
err2021-12-01
err32
PREAI
errAmer, Fouad; Jung, Yoonhwa; Golparvar-Fard, Mani
errShare
errSave
Scan2BIM-NET: Deep Learning Method for Segmentation of Point Clouds for Scan-to-BIM
errJOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
IF5.1
err2021-09-01
err54
PREAI
errPerez-Perez, Yeritza; Golparvar-Fard, Mani; El-Rayes, Khaled
errShare
errSave
Automated Methods and Systems for Construction Planning and Scheduling: Critical Review of Three Decades of Research
errJOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
IF5.1
err2021-07-01
err33
PREAI
errAmer, Fouad; Koh, Hui Yi; Golparvar-Fard, Mani
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errSave
Visual and Virtual Production Management System for Proactive Project Controls
errJOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
IF5.1
err2021-07-01
err25
PREAI
errLin, Jacob J.; Golparvar-Fard, Mani
errShare
errSave
Metrics and methods for evaluating model-driven reality capture plans
errCOMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
IF9.1
err2021-05-07
err13
PREAI
errIbrahim, Amir; Golparvar-Fard, Mani; El-Rayes, Khaled
errShare
errSave
Segmentation of point clouds via joint semantic and geometric features for 3D modeling of the built environment
errAUTOMATION IN CONSTRUCTION
IF11.5
err2021-05-01
err44
PREAI
errPerez-Perez, Yeritza; Golparvar-Fard, Mani; El-Rayes, Khaled
errShare
errSave
Measuring Progress and Productivity in Model-Driven Engineering for Capital Project Delivery
errJOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
IF5.1
err2021-04-01
err4
PREAI
errGarcia, Gustavo; Golparvar-Fard, Mani; de la Garza, Jesus M.; Fischer, Martin
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errSave
Modeling dynamic construction work template from existing scheduling records via sequential machine learning
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2021-01-01
err23
PREAI
errAmer, Fouad; Golparvar-Fard, Mani
errShare
errSave
Human-object interaction recognition for automatic construction site safety inspection
errAUTOMATION IN CONSTRUCTION
IF11.5
err2020-12-01
err73
PREAI
errTang, Shuai; Roberts, Dominic; Golparvar-Fard, Mani
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errSave
Automated Methods for Activity Recognition of Construction Workers and Equipment: State-of-the-Art Review
errJOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
IF5.1
err2020-06-01
err135
PREAI
errSherafat, Behnam; Ahn, Changbum R.; Akhavian, Reza; Behzadan, Amir H.; Golparvar-Fard, Mani; Kim, Hyunsoo; Lee, Yong-Cheol; Rashidi, Abbas; Azar, Ehsan Rezazadeh
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errSave
Using Augmented Virtuality to Examine How Emotions Influence Construction-Hazard Identification, Risk Assessment, and Safety Decisions
errJOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
IF5.1
err2020-02-01
err40
PREAI
errBhandari, Siddharth; Hallowell, Matthew R.; Van Boven, Leaf; Welker, Keith M.; Golparvar-Fard, Mani; Gruber, June
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
S
Silvio Savarese
H-index: 94 · Papers: 540
D
David Forsyth
H-index: 74 · Papers: 646
B
Billie F. Spencer
H-index: 73 · Papers: 477
D
Douglas C. Schmidt
H-index: 60 · Papers: 573
J
Jochen Teizer
H-index: 55 · Papers: 267
View more