Concepedia

Yilin Zhuang

YZ

5

Publications

123

Citations

5

H-Index

2022

Active since

Affiliations

Imperial College London(Current)

École nationale des ponts et chaussées

Institute of Process Engineering

Centre d'Enseignement et de Recherche en Environnement Atmosphérique

University of Birmingham

Yilin Zhuang is an author at Imperial College London specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningSimulationCarbon StockDeep LearningFluid DynamicsDynamic SystemsMultiphase FlowData Assimilation

Publications per year

2022–2024

5

Publications

5

Machine learning and physics-driven modelling and simulation of multiphase systems

Nausheen Basha, Rossella Arcucci, Panagiota Angeli et al. · International Journal of Multiphase Flow · 2024 · 33 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +20

Ensemble latent assimilation with deep learning surrogate model: application to drop interaction in a microfluidics device

Yilin Zhuang, Sibo Cheng, Nina M. Kovalchuk et al. · Lab on a Chip · 2022 · 28 citations · Full text

A hybrid data-driven and mechanistic model soft sensor for estimating CO2 concentrations for a carbon capture pilot plant

Yilin Zhuang, Yixuan Liu, Akhil Ahmed et al. · Computers in Industry · 2022 · 28 citations

Carbon Sequestration, Environmental Monitoring, Engineering +7

Multi-domain encoder–decoder neural networks for latent data assimilation in dynamical systems

Sibo Cheng, Yilin Zhuang, Lyes Kahouadji et al. · Computer Methods in Applied Mechanics and Engineering · 2024 · 24 citations · Full text

Latent Data Assimilation, Engineering, Machine Learning +5

Spatially-aware diffusion models with cross-attention for global field reconstruction with sparse observations

Yilin Zhuang, Sibo Cheng, Karthik Duraisamy · Computer Methods in Applied Mechanics and Engineering · 2024 · 10 citations

Rows per page

1–5 of 5