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Haoyang Zheng
Haoyang Zheng
School of Mechanical Engineering, Purdue University
Verified email at purdue.edu - Homepage
Title
Cited by
Cited by
Year
Failure mode and effects analysis based on D numbers and TOPSIS
T Bian, H Zheng, L Yin, Y Deng
Quality and Reliability Engineering International 34 (4), 501-515, 2018
2072018
Evaluation method based on fuzzy relations between Dempster–Shafer belief structure
H Zheng, Y Deng
International Journal of Intelligent Systems 33 (7), 1343-1363, 2018
1012018
Fuzzy evidential influence diagram and its evaluation algorithm
H Zheng, Y Deng, Y Hu
Knowledge-Based Systems 131, 28-45, 2017
592017
An evidential link prediction method and link predictability based on Shannon entropy
L Yin, H Zheng, T Bian, Y Deng
Physica A: Statistical Mechanics and its Applications 482, 699-712, 2017
342017
Data-driven causal model discovery and personalized prediction in Alzheimer's disease
H Zheng, JR Petrella, PM Doraiswamy, G Lin, W Hao, ...
NPJ digital medicine 5 (1), 137, 2022
142022
HomPINNs: homotopy physics-informed neural networks for solving the inverse problems of nonlinear differential equations with multiple solutions
H Zheng, Y Huang, Z Huang, W Hao, G Lin
Journal of Computational Physics 500, 2024
102024
A physics-constrained neural network for multiphase flows
H Zheng, Z Huang, G Lin
Physics of Fluids, 2022
92022
Accelerating Approximate Thompson Sampling with Underdamped Langevin Monte Carlo
H Zheng, W Deng, C Moya, G Lin
International Conference on Artificial Intelligence and Statistics 238, 2611 …, 2024
52024
Muti-Fidelity Prediction and Uncertainty Quantification with Laplace Neural Operators for Parametric Partial Differential Equations
H Zheng, G Lin
arXiv preprint arXiv:2502.00550, 2025
2025
Exploring Non-Convex Discrete Energy Landscapes: A Langevin-Like Sampler with Replica Exchange
H Zheng, R Zhang, G Lin
arXiv preprint arXiv:2501.17323, 2025
2025
LES-SINDy: Laplace-Enhanced Sparse Identification of Nonlinear Dynamical Systems
H Zheng, G Lin
arXiv preprint arXiv:2411.01719, 2024
2024
Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics
H Zheng, H Du, Q Feng, W Deng, G Lin
International Conference on Machine Learning 235, 61321-61348, 2024
2024
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