1 citations · 1 across the 2 of their papers we have counts for
5 papers
Detecting Label Noise via Leave-One-Out Cross-Validation
Yu-Hang Tang, Yuanran Zhu, Wibe A. de Jong
We present a simple algorithm for identifying and correcting real-valued noisy labels from a mixture of clean and corrupted sample points using Gaussian process regression. A heter…
A High-Throughput Solver for Marginalized Graph Kernels on GPU
Yu-Hang Tang, Oguz Selvitopi, Doru Popovici +1
We present the design and optimization of a linear solver on General Purpose GPUs for the efficient and high-throughput evaluation of the marginalized graph kernel between pairs of…
A GPU-accelerated package for simulation of flow in nanoporous source rocks with many-body dissipative particle dynamics
Yidong Xia, Ansel Blumers, Zhen Li +7
Mesoscopic simulations of hydrocarbon flow in source shales are challenging, in part due to the heterogeneous shale pores with sizes ranging from a few nanometers to a few micromet…
Prediction of Atomization Energy Using Graph Kernel and Active Learning
Yu-Hang Tang, Wibe A. de Jong
Data-driven prediction of molecular properties presents unique challenges to the design of machine learning methods concerning data structure/dimensionality, symmetry adaption, and…
Mesoscale modeling of phase transition dynamics of thermoresponsive polymers
Zhen Li, Yu-Hang Tang, Xuejin Li +1
We present a non-isothermal mesoscopic model for investigation of the phase transition dynamics of thermoresponsive polymers. Since this model conserves energy in the simulations,…