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---

Hi there!

My name is Bo Peng (彭博), and I hold a PhD in civil engineering from NYU Abu Dhabi. Alongside my doctoral studies, I also completed a second master's degree in computer science through Georgia Tech's OMSCS program. My passion lies in computer graphics (CG), particularly in geometry modeling and processing. Additionally, my research experience spans computer vision (CV), machine learning (ML), and deep learning (DL). This blog serves as a platform to share and document the insights and knowledge I've gained from my academic and research journey. My goal is to contribute to the convergence of engineering, computer science, and emerging technologies.

Education

  • New York University Abu Dhabi 2019.09 - 2024.05
    PhD in Civil Engineering

  • Georgia Institute of Technology 2021.01 - 2022.12
    MS in Computer Science

  • Tongji University 2016.09 - 2019.06
    MEng in Architectural and Civil Engineering

  • Tongji University 2012.09 - 2016.06
    BEng in Civil Engineering

Research Interests

Computer Graphics, Geometry Modeling and Processing, Machine Learning, Computer Vision

Publications

  • High Performance Computing for Simulation of the Urban Microclimate
    Matthias Fitzky, Bo Peng, Vivaldi Rinaldi, and Masoud Ghandehari
    104th AMS Annual Meeting

  • Design and Assessment of NYUAD-1 Lunar Regolith Simulants
    Bo Peng, Prabu Thannasi, and Kemal Celik
    74th International Astronautical Congress 2023

  • Filler Effects of CaCO₃ Polymorphs Derived from Limestone and Seashell on Hydration and Carbonation of Magnesium Oxide (MgO) Cement (RMC)
    Rotana Hay, Bo Peng, and Kemal Celik
    Cement and Concrete Research

  • 3D Shape Analysis of Lunar Regolith Simulants
    Bo Peng, Rotana Hay, and Kemal Celik
    73rd International Astronautical Congress 2022

  • Engineering Practices on Surface Damage Inspection and Performance Evaluation of Concrete Bridges in China
    Airong Chen, Xurui Fang, Zichao Pan, Dalei Wang, Yue Pan, and Bo Peng
    Structural Concrete

  • A Novel Vision-Based Framework for Identifying Dynamic Vehicle Loads on Long-Span Bridges: A Case Study of Jiangyin Bridge, China
    Yue Pan, Dalei Wang, Yiqing Dong, and Bo Peng
    IEEE Transactions on Intelligent Transportation Systems

  • Manufacturing and Characterization of Lunar Regolith Simulants
    Rotana Hay, Bo Peng, and Kemal Celik
    72nd International Astronautical Congress 2021

  • An Automated Inspection Method for the Steel Box Girder Bottom of Long-span Bridges Based on Deep Learning
    Dalei Wang, Yiquan Zhang, Yue Pan, Bo Peng, Haoran Liu, and Rujin Ma
    IEEE Access

  • Steel Box-Girder Bridge Diseases Identification Based on Computer Vision System
    Dalei Wang, Yue Pan, and Bo Peng
    9th International Association for Bridge Maintenance and Safety (IABMAS 2018)

  • Corrosion Segmentation and Quantitative Analysis Based on Deep Neural Networks
    Dalei Wang, Bo Peng, and Yue Pan
    9th International Association for Bridge Maintenance and Safety (IABMAS 2018)

  • Current Status and Thinking of Chinese Ancient Bridges Protection
    Bo Peng, Dalei Wang
    International Association for Bridge and Structural Engineering (IABSE 2017)

Research Experience

  • Characterization and Manufacturing of Lunar Regolith Simulants

    • Characterize commercial lunar regolith simulants with XRD, SEM and optical microscope.
    • Produce lunar regolith simulants with local availiable deposits in the UAE.
    • 3D shape reconstruction of aggregates with micro-CT.
    • Develop 3D shape descriptors with spherical harmonics.
    • Shape generation with PCA and VAE generative models.

  • Geospatial Modelling of Urban Thermodynamics: Infrastructure, Environment, and Microclimate in Cities

    • Develop algorithms for thermal imaging interpretation and atmosphere compensation.
    • Optimize camera pose and intrinsics with bundle adjustment.
    • Monitor building facade temperature in New York city and Abu Dhabi.
    • Present pixel-level temperature comparison between thermal measurement and CFD simulation.

  • Vehicle Load Identification and Data Fusion Based on Computer Vision

    • Create a vehicle detection dataset from surveillance videos.
    • Develop vehicle detection and tracking algorithms with deep neural networks.
    • Analyze traffic flow and loading history with Monte Carlo simulation.

  • Surface Diseases Identification for Long-Span Cable Bridge

    • Develop an automated image acquisition system to capture images under bridge deck.
    • Create a surface disease dataset for steel bridge inspection.
    • Train a semantic segmentation model for surface disease identification with deep neural networks.

  • Wind Resistance Analysis of Jiqi Yellow River Bridge

    • Finite element modeling and numerical simulation for wind resistance analysis.

  • Seismic Analysis of Pihe River Aqueduct

    • Finite element modeling and numerical simulation for seismic analysis.

  • Seismic Analysis of Wushui Bridge

    • Finite element modeling and numerical simulation for seismic analysis.

Online Courses

OMSCS

Coursera

edX

Graphics And Mixed Environment Seminar (GAMES)

深蓝学院