papers
Publications (14)
cs.RO2023
Traversability Analysis for Autonomous Driving in Complex Environment: A LiDAR-based Terrain Modeling Approach
Hanzhang Xue, Hao Fu, Liang Xiao +3
cs.LG2024
Embedded Nonlocal Operator Regression (ENOR): Quantifying model error in learning nonlocal operators
Yiming Fan, Habib Najm, Yue Yu +2
math.NA2022
OBMeshfree: An optimization-based meshfree solver for nonlocal diffusion and peridynamics models
Yiming Fan, Huaiqian You, Yue Yu
math.NA2021
An asymptotically compatible probabilistic collocation method for randomly heterogeneous nonlocal problems
Yiming Fan, Xiaochuan Tian, Xiu Yang +3
cond-mat.mtrl-sci2022
A Meshfree Peridynamic Model for Brittle Fracture in Randomly Heterogeneous Materials
Yiming Fan, Huaiqian You, Xiaochuan Tian +4
eess.SP2025
Guided Wave-Based Structural Awareness Under Varying Operating States via Manifold Representations
Yiming Fan, Dimitris G Giovanis, Fotis Kopsaftopoulos
eess.SP2024
Data-driven Framework for Forward and Inverse Problems in Guided Waves-Based Structural Health Monitoring Under Varying Environmental and Operating Conditions
Yiming Fan, Fotis Kopsaftopoulos
cs.CV2021
Zero-sample surface defect detection and classification based on semantic feedback neural network
Yibo Guo, Yiming Fan, Zhiyang Xiang +3
eess.IV2021
Super-Resolution Image Reconstruction Based on Self-Calibrated Convolutional GAN
Yibo Guo, Haidi Wang, Yiming Fan +2
cs.CR2026
EXHIB: A Benchmark for Realistic and Diverse Evaluation of Function Similarity in the Wild
Yiming Fan, Jun Yeon Won, Ding Zhu +3
cs.LG2024
Harnessing the Power of Neural Operators with Automatically Encoded Conservation Laws
Ning Liu, Yiming Fan, Xianyi Zeng +3
eess.SP2025
Data-Driven Structural State Estimation via Multi-Fidelity Gaussian Process Models
Yiming Fan, Fotis Kopsaftopoulos
cond-mat.mtrl-sci2022
Bayesian Nonlocal Operator Regression (BNOR): A Data-Driven Learning Framework of Nonlocal Models with Uncertainty Quantification
Yiming Fan, Marta D'Elia, Yue Yu +2
cs.CV2021
A self-adapting super-resolution structures framework for automatic design of GAN
Yibo Guo, Haidi Wang, Yiming Fan +2