Yinhao Zhu

Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data

Yinhao Zhu, Nicholas Zabaras, Phaedon‐Stelios Koutsourelakis et al. · Journal of Computational Physics · 2019 · 985 citations · Full text

Engineering, Machine Learning, Data Science +7

Bayesian deep convolutional encoder–decoder networks for surrogate modeling and uncertainty quantification

Yinhao Zhu, Nicholas Zabaras · Journal of Computational Physics · 2018 · 668 citations · Full text

Bayesian Statistics, Engineering, Machine Learning +12

A Poisson-Gaussian Denoising Dataset With Real Fluorescence Microscopy Images

Yide Zhang, Yinhao Zhu, Ev L. Nichols et al. · 2019 · 191 citations

Poisson-gaussian Denoising, Fluorescence Microscopy, Poisson-gaussian Denoising Dataset +14

Real-time image denoising of mixed Poisson–Gaussian noise in fluorescence microscopy images using ImageJ

Varun Mannam, Yide Zhang, Yinhao Zhu et al. · Optica · 2022 · 68 citations · Full text

PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models

Minghua Liu, Yinhao Zhu, Hong Cai et al. · 2023 · 45 citations

Engineering, Machine Learning, Part Segmentation +19