Huang, Daniel Zhengyu
- The Cost-Accuracy Trade-Off In Operator Learning With Neural Networks
2022/03/24 by de Hoop, Maarten V., Huang, Daniel Zhengyu, Qian, Elizabeth +1 · 9 citations
#FOS: Mathematics #Numerical Analysis (math.NA)
- Iterated Kalman Methodology For Inverse Problems
2021/02/02 by Daniel Zhengyu Huang, Huang, Daniel Zhengyu, Tapio Schneider +3 · 5 citations
Mathematics · Physics and Astronomy · #Statistical and numerical algorithms #Scientific Research and Discoveries
- AI-aided Geometric Design of Anti-infection Catheters
2023/04/27 by Tingtao Zhou, Xuan Wan, Zhou, Tingtao +15 · 6 citations
Medicine · #Biological Physics (physics.bio-ph) #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Medical Physics (physics.med-ph) #Soft Condensed Matter (cond-mat.soft) #Urinary Bladder and Prostate Research #Urinary Tract Infections Management
- Point Cloud Neural Operator for Parametric PDEs on Complex and Variable Geometries
2025/01/24 by Zeng, Chenyu, Zhang, Yanshu, Zhou, Jiayi +5 · 8 citations
#FOS: Mathematics #Numerical Analysis (math.NA)
- Efficient Derivative-free Bayesian Inference for Large-Scale Inverse Problems
2022/04/09 by Huang, Daniel Zhengyu, Huang, Jiaoyang, Reich, Sebastian +1 · 3 citations
#FOS: Mathematics #Numerical Analysis (math.NA)
- Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified Uncertainty
2022/10/14 by Sun, Luning, Huang, Daniel Zhengyu, Sun, Hao +1 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Gradient Flows for Sampling: Mean-Field Models, Gaussian Approximations and Affine Invariance
2023/02/21 by Yifan Chen, Chen, Yifan, Daniel Zhengyu Huang +6 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Machine Learning (stat.ML) #Machine Learning and Data Classification #Numerical Analysis (math.NA)
- Sampling via Gradient Flows in the Space of Probability Measures
2023/10/05 by Yifan Chen, Daniel Zhengyu Huang, Chen, Yifan +6 · 3 citations
Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Statistical Mechanics and Entropy
- Fisher-Rao Gradient Flow: Geodesic Convexity and Functional Inequalities
2024/07/22 by Carrillo, José A., Chen, Yifan, Huang, Daniel Zhengyu +2 · 3 citations
#Analysis of PDEs (math.AP) #FOS: Computer and information sciences #FOS: Mathematics #Functional Analysis (math.FA) #Machine Learning (cs.LG) #Statistics Theory (math.ST)
- SPFNO: Spectral operator learning for PDEs with Dirichlet and Neumann boundary conditions
2023/12/12 by Liu, Ziyuan, Wu, Yuhang, Huang, Daniel Zhengyu +3 · 2 citations
#FOS: Mathematics #Numerical Analysis (math.NA)
- Efficient, Multimodal, and Derivative-Free Bayesian Inference With Fisher-Rao Gradient Flows
2024/06/25 by Chen, Yifan, Huang, Daniel Zhengyu, Huang, Jiaoyang +2 · 2 citations
#Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
- Bayesian Calibration for Large-Scale Fluid Structure Interaction Problems Under Embedded/Immersed Boundary Framework
2021/05/20 by Cao, Shunxiang, Huang, Daniel Zhengyu · 1 citation
#FOS: Mathematics #Numerical Analysis (math.NA)
- Fast Convergence for High-Order ODE Solvers in Diffusion Probabilistic Models
2025/06/16 by Daniel Zhengyu Huang, Huang, Daniel Zhengyu, Jiaoyang Huang +3 · 4 citations
Chemistry · Computer Science · Engineering · #Blind Source Separation Techniques #Classical Analysis and ODEs (math.CA) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Spectroscopy and Chemometric Analyses #Surface Roughness and Optical Measurements
- Improving Monte Carlo Tree Search for Symbolic Regression
2025/09/19 by Huang, Zhengyao, Huang, Daniel Zhengyu, Xiao, Tiannan +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)