Sibo Cheng
Imperial College London
H-index: 14
Europe-United Kingdom
Top articles of Sibo Cheng
Liquid–Liquid Dispersion Performance Prediction and Uncertainty Quantification Using Recurrent Neural Networks
Industrial & Engineering Chemistry Research
2024/4/22
Multi-fidelity physics constrained neural networks for dynamical systems
2022/8/14
Latent Neural Mapping for Hydrological Data Assimilation in Flood Prediction
2024/3/7
VQ-VAE generative model of spatial-temporal wildfire propagation
2024/3/7
Sibo Cheng
H-Index: 3
Rossella Arcucci
H-Index: 11
Efficient deep data assimilation with sparse observations and time-varying sensors
Journal of Computational Physics
2024/1/1
Explainable Global Wildfire Prediction Models using Graph Neural Networks
arXiv preprint arXiv:2402.07152
2024/2/11
Sibo Cheng
H-Index: 3
Rossella Arcucci
H-Index: 11
Etp: Learning transferable ecg representations via ecg-text pre-training
2024/4/14
Freeze the backbones: A Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-training
arXiv preprint arXiv:2401.01179
2024/1/2
Explainable AI models for predicting drop coalescence in microfluidics device
Chemical Engineering Journal
2024/2/1
Sibo Cheng
H-Index: 3
Rossella Arcucci
H-Index: 11
Spectral Cross-Domain Neural Network with Soft-adaptive Threshold Spectral Enhancement
IEEE Transactions on Neural Networks and Learning Systems
2023/11/24
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training
arXiv preprint arXiv:2312.01522
2023/12/3
DNS and physics-informed surrogate models of surfactant-laden dispersed flows
Bulletin of the American Physical Society
2023/11/20
Imitate: Clinical prior guided hierarchical vision-language pre-training
arXiv preprint arXiv:2310.07355
2023/10/11
M-FLAG: Medical vision-language pre-training with frozen language models and latent space geometry optimization
2023/10/1
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review
2023/5/31
Generalised Latent Assimilation in Heterogeneous Reduced Spaces with Machine Learning Surrogate Models
Journal of Scientific Computing
2023/1
A generative model for surrogates of spatial-temporal wildfire nowcasting
IEEE Transactions on Emerging Topics in Computational Intelligence
2023/8/7
Sibo Cheng
H-Index: 3
Rossella Arcucci
H-Index: 11
An Efficient ViT-Based Spatial Interpolation Learner for Field Reconstruction
2023/6/26
Sibo Cheng
H-Index: 3
Rossella Arcucci
H-Index: 11
Generative text-guided 3d vision-language pretraining for unified medical image segmentation
arXiv preprint arXiv:2306.04811
2023/6/7
Reduced-order digital twin and latent data assimilation for global wildfire prediction
Natural hazards and earth system sciences
2023/5/12
Sibo Cheng
H-Index: 3
Rossella Arcucci
H-Index: 11
Co-Authors
