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Research article

First published 2025

Application and improvement of variational autoencoder (VAE) in construction engineering material cost optimization based on big data

Wenhuan Li

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2022-03-31

Prior latent distribution comparison for the RNN Variational Autoencoder in low-resource language modeling

Yevhen Kostiuk, Mykola Lukashchuk, Alexander Gelbukh [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2026

Choice Set Generation in Work Destination Choice Modeling with Variational Autoencoders

Houman Haghi, Zachary Patterson, Bilal Farooq

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2026-1

Full-field expansion and damage detection from sparse measurements using physics-informed variational autoencoders

Nitin Nagesh Kulkarni, Alessandro Sabato

Structural Health Monitoring

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Research article

First published 2024-7

Bearing fault diagnosis based on variational autoencoder and non-local block wide kernel convolutional neural network

Li Jiang, Silong Guo, Shunsheng Guo [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2023-2

Topological design of 2D periodic structures for anti-plane waves based on deep learning

Chen-Xu Liu, Gui-Lan Yu

Journal of Vibration and Control

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Research article

First published 2025

Generative Artificial Intelligence for Class Imbalance in Crash Severity Estimation with Mixed Data Types

Eun Jung Kim, Dong-Kyu Kim, Hyun-Seok Lee [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2021-9

Fabric Defect Detection Using Deep Convolution Neural Network

Junjun Fan, Wai Keung Wong, Jiajun Wen [...]

AATCC Journal of Research

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Research article

First published 2022-9

Deep meta-learning and variational autoencoder for coupling fault diagnosis of rolling bearing under variable working conditions

Changchang Che, Huawei Wang, Ruiguan Lin [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

Open access

Research article

First published 2020-08

Semisupervised Generative Autoencoder for Single-Cell Data

Trung Ngo Trong, Juha Mehtonen, Gerardo González [...]

Journal of Computational Biology

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