Author

Teng Zhou

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Open access Sep 2026

Prediction and Control of Fabric-Form Concrete Flowability Using a BO-MLP-RF Ensemble Learning Model

To address the coupled effects of multiple factors on the flowability of fabric-form concrete during construction, as well as the reliance of conventional mixture-proportion design on empirical experience and its low trial-mixing efficiency, this study develops a Bayesian-optimization-based multilayer perceptron-random...

Teng Zhou, Rong Li, Qing-Fu Li et al. · Applied Sciences · 0 citations

Open access Jul 2026

Machine Learning-Based Compressive Strength Prediction and Multi-Objective Optimization of Ultra-High Performance Concrete

The compressive strength of ultra-high-performance concrete (UHPC) is jointly influenced by multiple factors, including material composition, mixture proportion parameters, and curing regime. Conventional empirical methods are therefore insufficient to accurately characterize the highly nonlinear relationships involved...

Rong Li, Teng Zhou, Siyu Lu et al. · Applied Sciences · 0 citations