Sotabase

Career

· Senior Applied Scientist, Microsoft2025–
· PhD in Computer Science, Columbia University in the City of New York2020–2025
· MS in Computer Science, Columbia University in the City of New York2018–2020
· Bachelor of Mathematics, University of Waterloo

Publications (48)

Automated crack detection and crack depth prediction for reinforced concrete structures using deep learning
Construction and Building Materials · 2023
128
cited
Detection of impact on aircraft composite structure using machine learning techniques
Measurement science and technology · 2021
63
cited
Developing a heterogeneous ensemble learning framework to evaluate Alkali-silica reaction damage in concrete using acoustic emission signals
Mechanical systems and signal processing · 2022
61
cited
A transfer learning approach for acoustic emission zonal localization on steel plate-like structure using numerical simulation and unsupervised domain adaptation
Mechanical systems and signal processing · 2023
55
cited
Localizing Damage on Stainless Steel Structures Using Acoustic Emission Signals and Weighted Ensemble Regression-based Convolutional Neural Network
Measurement · 2023
44
cited
Source localization on large-scale canisters for used nuclear fuel storage using optimal number of acoustic emission sensors
Nuclear Engineering and Design · 2021
44
cited
Determination of vehicle loads on bridges by acoustic emission and an improved ensemble artificial neural network
Construction and Building Materials · 2023
33
cited
Evaluation of ASR in concrete using acoustic emission and deep learning
Nuclear Engineering and Design · 2021
27
cited
Temporal Evaluation of ASR Cracking in Concrete Specimens Using Acoustic Emission
Journal of materials in civil engineering · 2020
23
cited
Effects of modified multi-walled carbon nanotubes and PVA fibers on mechanical properties and microstructure of lithium slag base geopolymer
Construction and Building Materials · 2024
19
cited
Acoustic emission technique to identify stress corrosion cracking damage
2020
18
cited
Data-Driven Source Localization of Impact on Aircraft Control Surfaces
IEEE Aerospace Conference · 2020
16
cited
Study on stage characteristics of hydraulic concrete fracture under uniaxial compression using acoustic emission
Nondestructive Testing and Evaluation · 2023
15
cited
Acoustic emission monitoring and automated characterization of low-velocity impacts on composite components
Mechanical systems and signal processing · 2024
14
cited
Structural health monitoring of stainless-steel nuclear fuel storage canister using acoustic emission
Developments in the Built Environment · 2023
14
cited
A Survey on Open Information Extraction from Rule-based Model to Large Language Model
Conference on Empirical Methods in Natural Language Processing · 2022
12
cited
Implementation of Information Entropy, b-Value, and Regression Analyses for Temporal Evaluation of Acoustic Emission Data Recorded during ASR Cracking
Practice Periodical on Structural Design and Construction · 2021
12
cited
Multimodal Indicators of Humor in Videos
Conference on Multimedia Information Processing and Retrieval · 2019
12
cited
MFC-PINN: A method to improve the accuracy and robustness of acoustic emission source planar localization
Measurement · 2024
10
cited
Hybrid learning architecture for high-speed railroad scene parsing and potential safety hazard evaluation of UAV images
Measurement
9
cited
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Lin Ai | Researcher Profile | Sotabase | Sotabase