Tran VQ - Search Results

1

Solar energy prediction through machine learning models: A comparative analysis of regressor algorithms.

Nguyen HN, Tran QT, Ngo CT, Nguyen DD, Tran VQ. Nguyen HN, et al. Among authors: tran vq. PLoS One. 2025 Jan 2;20(1):e0315955. doi: 10.1371/journal.pone.0315955. eCollection 2025. PLoS One. 2025. PMID: 39746077 Free PMC article.

2

Machine learning approaches for predicting Cracking Tolerance Index (CTIndex) of asphalt concrete containing reclaimed asphalt pavement.

Nguyen LN, Le TH, Nguyen LQ, Tran VQ. Nguyen LN, et al. Among authors: tran vq. PLoS One. 2023 Oct 26;18(10):e0287255. doi: 10.1371/journal.pone.0287255. eCollection 2023. PLoS One. 2023. PMID: 37883340 Free PMC article.

3

Developing random forest hybridization models for estimating the axial bearing capacity of pile.

Pham TA, Tran VQ. Pham TA, et al. Among authors: tran vq. PLoS One. 2022 Mar 21;17(3):e0265747. doi: 10.1371/journal.pone.0265747. eCollection 2022. PLoS One. 2022. PMID: 35312706 Free PMC article.

4

Developing interpretable machine learning-Shapley additive explanations model for unconfined compressive strength of cohesive soils stabilized with geopolymer.

Ngo AQ, Nguyen LQ, Tran VQ. Ngo AQ, et al. Among authors: tran vq. PLoS One. 2023 Jun 8;18(6):e0286950. doi: 10.1371/journal.pone.0286950. eCollection 2023. PLoS One. 2023. PMID: 37289821 Free PMC article.

5

Design deep neural network architecture using a genetic algorithm for estimation of pile bearing capacity.

Pham TA, Tran VQ, Vu HT, Ly HB. Pham TA, et al. Among authors: tran vq. PLoS One. 2020 Dec 17;15(12):e0243030. doi: 10.1371/journal.pone.0243030. eCollection 2020. PLoS One. 2020. PMID: 33332377 Free PMC article.

6

A Novel Hybrid Model Based on a Feedforward Neural Network and One Step Secant Algorithm for Prediction of Load-Bearing Capacity of Rectangular Concrete-Filled Steel Tube Columns.

Nguyen QH, Ly HB, Tran VQ, Nguyen TA, Phan VH, Le TT, Pham BT. Nguyen QH, et al. Among authors: tran vq. Molecules. 2020 Jul 31;25(15):3486. doi: 10.3390/molecules25153486. Molecules. 2020. PMID: 32751914 Free PMC article.

7

Evaluation and estimation of compressive strength of concrete masonry prism using gradient boosting algorithm.

Ho LS, Tran VQ. Ho LS, et al. Among authors: tran vq. PLoS One. 2024 Mar 5;19(3):e0297364. doi: 10.1371/journal.pone.0297364. eCollection 2024. PLoS One. 2024. PMID: 38442109 Free PMC article.

8

Predicting and evaluating settlement of shallow foundation using machine learning approach.

Huong Ngo TT, Tran VQ. Huong Ngo TT, et al. Among authors: tran vq. Sci Prog. 2024 Oct-Dec;107(4):368504241302972. doi: 10.1177/00368504241302972. Sci Prog. 2024. PMID: 39668571 Free PMC article.

9

Investigation of ANN architecture for predicting the compressive strength of concrete containing GGBFS.

Tran VQ, Mai HT, Nguyen TA, Ly HB. Tran VQ, et al. PLoS One. 2021 Dec 3;16(12):e0260847. doi: 10.1371/journal.pone.0260847. eCollection 2021. PLoS One. 2021. PMID: 34860842 Free PMC article.

10

Investigation of ANN architecture for predicting shear strength of fiber reinforcement bars concrete beams.

Nguyen QH, Ly HB, Nguyen TA, Phan VH, Nguyen LK, Tran VQ. Nguyen QH, et al. Among authors: tran vq. PLoS One. 2021 Apr 2;16(4):e0247391. doi: 10.1371/journal.pone.0247391. eCollection 2021. PLoS One. 2021. PMID: 33798200 Free PMC article.

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