26 citations · 49 across the 11 of their papers we have counts for
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physics.flu-dyn2020
Vapor-liquid equilibrium predictions of n-alkane/nitrogen mixtures using neural networks
Suman Chakraborty, Yixuan Sun, Guang Lin +1
Understanding fluid phase behavior in high pressure and high temperature conditions is crucial for developing high-fidelity simulations of chemically reacting flows in liquid-fuele…
cond-mat.mtrl-sci2020★ 26 cited
Predicting Mechanical Properties from Microstructure Images in Fiber-reinforced Polymers using Convolutional Neural Networks
Yixuan Sun, Imad Hanhan, Michael D. Sangid +1
Evaluating the mechanical response of fiber-reinforced composites can be extremely time consuming and expensive. Machine learning (ML) techniques offer a means for faster predictio…