Yu-Hang Tang

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 18

Top Topics

Active Learning

Gaussian Process Regression

Top Venues

J. Comput. Phys.

Comput. Phys. Commun.

J. Chem. Inf. Model.

Publications

Yan Xiang, Yu-Hang Tang, Guang Lin, Daniel Reker
Interpretable Molecular Property Predictions Using Marginalized Graph Kernels. J. Chem. Inf. Model. 63 (15) (2023)
Yuanran Zhu, Yu-Hang Tang, Changho Kim
Learning stochastic dynamics with statistics-informed neural network. J. Comput. Phys. 474 (2023)
Yan Xiang, Yu-Hang Tang, Zheng Gong, Hongyi Liu, Liang Wu, Guang Lin, Huai Sun
Efficient Exploration of Chemical Compound Space Using Active Learning for Prediction of Thermodynamic Properties of Alkane Molecules. J. Chem. Inf. Model. 63 (21) (2023)
Yuanran Zhu, Yu-Hang Tang, Changho Kim
Learning Stochastic Dynamics with Statistics-Informed Neural Network. CoRR (2022)
Yan Xiang, Yu-Hang Tang, Zheng Gong, Hongyi Liu, Liang Wu, Guang Lin, Huai Sun
Efficient Chemical Space Exploration Using Active Learning Based on Marginalized Graph Kernel: an Application for Predicting the Thermodynamic Properties of Alkanes with Molecular Simulation. CoRR (2022)
Yu-Hang Tang, Yuanran Zhu, Wibe A. de Jong
Detecting Label Noise via Leave-One-Out Cross-Validation. CoRR (2021)
Yan Xiang, Yu-Hang Tang, Guang Lin, Huai Sun
A Comparative Study of Marginalized Graph Kernel and Message-Passing Neural Network. J. Chem. Inf. Model. 61 (11) (2021)
Peiyuan Gao, Xiu Yang, Yu-Hang Tang, Muqing Zheng, Amity Anderson, Vijayakumar Murugesan, Aaron Hollas, Wei Wang
Graphical Gaussian Process Regression Model for Aqueous Solvation Free Energy Prediction of Organic Molecules in Redox Flow Battery. CoRR (2021)
Elizaveta Rebrova, Yu-Hang Tang
Nonlinear Matrix Approximation with Radial Basis Function Components. CoRR (2021)
Yu-Hang Tang, Oguz Selvitopi, Doru-Thom Popovici, Aydin Buluç
A High-Throughput Solver for Marginalized Graph Kernels on GPU. IPDPS (2020)
Yidong Xia, Ansel L. Blumers, Zhen Li, Lixiang Luo, Yu-Hang Tang, Joshua Kane, Jan Goral, Hai Huang, Milind Deo, Matthew Andrew
A GPU-accelerated package for simulation of flow in nanoporous source rocks with many-body dissipative particle dynamics. Comput. Phys. Commun. 247 (2020)
Yu-Hang Tang, Oguz Selvitopi, Doru Popovici, Aydin Buluç
A High-Throughput Solver for Marginalized Graph Kernels on GPU. CoRR (2019)
Zhen Li, Xin Bian, Yu-Hang Tang, George E. Karniadakis
A dissipative particle dynamics method for arbitrarily complex geometries. J. Comput. Phys. 355 (2018)
Yu-Hang Tang, Wibe A. de Jong
Prediction of Atomization Energy Using Graph Kernel and Active Learning. CoRR (2018)
Yu-Hang Tang, Lu Lu, He Li, Constantinos Evangelinos, Leopold Grinberg, Vipin Sachdeva, George E. Karniadakis
OpenRBC: A Fast Simulator of Red Blood Cells at Protein Resolution. CoRR (2017)
Ansel L. Blumers, Yu-Hang Tang, Zhen Li, Xuejin Li, George E. Karniadakis
GPU-accelerated red blood cells simulations with transport dissipative particle dynamics. Comput. Phys. Commun. 217 (2017)
Yu-Hang Tang, Dongkun Zhang, George E. Karniadakis
An Atomistic Fingerprint Algorithm for Learning Ab Initio Molecular Force Fields. CoRR (2017)
Feifei He, Yang Li, Yu-Hang Tang, Jian Ma, Huaiqiu Zhu
Identifying micro-inversions using high-throughput sequencing reads. BMC Genom. 17 (S-1) (2016)
Diego Rossinelli, Yu-Hang Tang, Kirill Lykov, Dmitry Alexeev, Massimo Bernaschi, Panagiotis E. Hadjidoukas, Mauro Bisson, Wayne Joubert, Christian Conti, George E. Karniadakis, Massimiliano Fatica, Igor Pivkin, Petros Koumoutsakos
The in-silico lab-on-a-chip: petascale and high-throughput simulations of microfluidics at cell resolution. SC (2015)
Zhen Li, Yu-Hang Tang, Xuejin Li, George E. Karniadakis
Mesoscale modeling of phase transition dynamics of thermoresponsive polymers. CoRR (2015)
Yu-Hang Tang, Shuhei Kudo, Xin Bian, Zhen Li, George E. Karniadakis
Multiscale Universal Interface: A concurrent framework for coupling heterogeneous solvers. J. Comput. Phys. 297 (2015)
Zhen Li, Yu-Hang Tang, Huan Lei, Bruce Caswell, George E. Karniadakis
Energy-conserving dissipative particle dynamics with temperature-dependent properties. J. Comput. Phys. 265 (2014)
Yu-Hang Tang, Shuhei Kudo, Xin Bian, Zhen Li, George E. Karniadakis
Multiscale Universal Interface: A Concurrent Framework for Coupling Heterogeneous Solvers. CoRR (2014)
Yu-Hang Tang, George E. Karniadakis
Accelerating dissipative particle dynamics simulations on GPUs: Algorithms, numerics and applications. Comput. Phys. Commun. 185 (11) (2014)
Yu-Hang Tang, George E. Karniadakis
Accelerating Dissipative Particle Dynamics Simulations on GPUs: Algorithms, Numerics and Applications. CoRR (2013)