Chao Yang

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 61

Top Topics

Alternating Least Squares

Decomposition Method

Differential Equations

Top Venues

J. Comput. Phys.

SIAM J. Sci. Comput.

Comput. Phys. Commun.

Publications

Tianpei Cheng, Haijian Yang, Jizu Huang, Chao Yang
Adaptive Space-Time Domain Decomposition for Multiphase Flow in Porous Media with Bound Constraints. SIAM J. Sci. Comput. 46 (3) (2024)
Xili Wang, Pengfei Yin, Bo Zhang, Chao Yang
AONN-2: An adjoint-oriented neural network method for PDE-constrained shape optimization. J. Comput. Phys. 513 (2024)
Kejun Tang, Jiayu Zhai, Xiaoliang Wan, Chao Yang
Adversarial Adaptive Sampling: Unify PINN and Optimal Transport for the Approximation of PDEs. ICLR (2024)
Qianchao Zhu, Jiangfei Duan, Chang Chen, Siran Liu, Xiuhong Li, Guanyu Feng, Xin Lv, Huanqi Cao, Xiao Chuanfu, Xingcheng Zhang, Dahua Lin, Chao Yang
SampleAttention: Near-Lossless Acceleration of Long Context LLM Inference with Adaptive Structured Sparse Attention. CoRR (2024)
Pengfei Yin, Guangqiang Xiao, Kejun Tang, Chao Yang
AONN: An Adjoint-Oriented Neural Network Method for All-At-Once Solutions of Parametric Optimal Control Problems. SIAM J. Sci. Comput. 46 (1) (2024)
Zhitao Zhu, Chuanfu Xiao, Kejun Tang, Jizu Huang, Chao Yang
APTT: An accuracy-preserved tensor-train method for the Boltzmann-BGK equation. CoRR (2024)
Haijian Yang, Rui Li, Chao Yang
Nonlinearly Constrained Pressure Residual (NCPR) Algorithms for Fractured Reservoir Simulation. SIAM J. Sci. Comput. 46 (1) (2024)
Chuanfu Xiao, Zeyu Li, Chao Yang
HOSCF: Efficient decoupling algorithms for finding the best rank-one approximation of higher-order tensors. CoRR (2024)
Chang Chen, Xiuhong Li, Qianchao Zhu, Jiangfei Duan, Peng Sun, Xingcheng Zhang, Chao Yang
Centauri: Enabling Efficient Scheduling for Communication-Computation Overlap in Large Model Training via Communication Partitioning. ASPLOS (3) (2024)
Kejun Tang, Jiayu Zhai, Xiaoliang Wan, Chao Yang
Adversarial Adaptive Sampling: Unify PINN and Optimal Transport for the Approximation of PDEs. CoRR (2023)
Fangfang Liu, Wenjing Ma, Yuwen Zhao, Daokun Chen, Yi Hu, Qinglin Lu, Wanwang Yin, Xinhui Yuan, Lijuan Jiang, Hao Yan, Min Li, Hongsen Wang, Xinyu Wang, Chao Yang
Publisher Correction: xMath2.0: a high-performance extended math library for SW26010-Pro many-core processor. CCF Trans. High Perform. Comput. 5 (1) (2023)
Tianpei Cheng, Haijian Yang, Jizu Huang, Chao Yang
Nonlinear parallel-in-time simulations of multiphase flow in porous media. J. Comput. Phys. 494 (2023)
Kejun Tang, Xiaoliang Wan, Chao Yang
DAS-PINNs: A deep adaptive sampling method for solving high-dimensional partial differential equations. J. Comput. Phys. 476 (2023)
Fangfang Liu, Wenjing Ma, Yuwen Zhao, Daokun Chen, Yi Hu, Qinglin Lu, Wanwang Yin, Xinhui Yuan, Lijuan Jiang, Hao Yan, Min Li, Hongsen Wang, Xinyu Wang, Chao Yang
xMath2.0: a high-performance extended math library for SW26010-Pro many-core processor. CCF Trans. High Perform. Comput. 5 (1) (2023)
Lian Duan, Chuanfu Xiao, Min Li, Mingshuo Ding, Chao Yang
a-Tucker: fast input-adaptive and matricization-free Tucker decomposition of higher-order tensors on GPUs. CCF Trans. High Perform. Comput. 5 (1) (2023)
Nian Yang, Haijian Yang, Chao Yang
Multilevel field-split preconditioners with domain decomposition for steady and unsteady flow problems. Comput. Phys. Commun. 280 (2022)
Jizu Huang, Chao Yang
Parallel energy stable phase field simulations of Ni-based alloys system. CoRR (2022)
Tianpei Cheng, Haijian Yang, Chao Yang, Shuyu Sun
Scalable semismooth Newton methods with multilevel domain decomposition for subsurface flow and reactive transport in porous media. J. Comput. Phys. 467 (2022)
Liang Yin, Chao Yang, Shi-Zhuang Ma, Ying Cai, Keke Zhang
Parallel finite volume simulation of the spherical shell dynamo with pseudo-vacuum magnetic boundary conditions. J. Comput. Phys. 451 (2022)
Min Li, Yulong Ao, Chao Yang
Adaptive SpMV/SpMSpV on GPUs for Input Vectors of Varied Sparsity. IEEE Trans. Parallel Distributed Syst. 32 (7) (2021)
Chuanfu Xiao, Chao Yang, Min Li
Efficient Alternating Least Squares Algorithms for Low Multilinear Rank Approximation of Tensors. J. Sci. Comput. 87 (3) (2021)
Chuanfu Xiao, Chao Yang
A rank-adaptive higher-order orthogonal iteration algorithm for truncated Tucker decomposition. CoRR (2021)
Peng Zhang, Chao Yang, Yulong Ao
AutoWM: a novel domain-specific tool for universal multi-/many-core accelerations of the WRF cloud microphysics. Clust. Comput. 24 (2) (2021)
Haijian Yang, Chao Yang, Jizu Huang
Variational inequality transport model on the sphere by the active-set reduced-space algorithm. Comput. Phys. Commun. 260 (2021)
Min Li, Yulong Ao, Chao Yang
Adaptive SpMV/SpMSpV on GPUs for Input Vectors of Varied Sparsity. CoRR (2020)
Min Li, Chuanfu Xiao, Chao Yang
a-Tucker: Input-Adaptive and Matricization-Free Tucker Decomposition for Dense Tensors on CPUs and GPUs. CoRR (2020)
Jizu Huang, Chao Yang, Ying Wei
Parallel energy-stable solver for a coupled Allen-Cahn and Cahn-Hilliard system. CoRR (2020)
Liang Yin, Chao Yang, Shi-Zhuang Ma, Ying Cai, Keke Zhang
Parallel finite volume simulation of the spherical shell dynamo with pseudo-vacuum magnetic boundary conditions. CoRR (2020)
Wenjing Ma, Yulong Ao, Chao Yang, Samuel Williams
Solving a trillion unknowns per second with HPGMG on Sunway TaihuLight. Clust. Comput. 23 (2) (2020)
Rui Li, Haijian Yang, Chao Yang
Parallel multilevel restricted Schwarz preconditioners for implicit simulation of subsurface flows with Peng-Robinson equation of state. J. Comput. Phys. 422 (2020)
Chuanfu Xiao, Chao Yang, Min Li
Efficient Alternating Least Squares Algorithms for Truncated HOSVD of Higher-Order Tensors. CoRR (2020)
Jizu Huang, Chao Yang, Ying Wei
Parallel Energy-Stable Solver for a Coupled Allen-Cahn and Cahn-Hilliard System. SIAM J. Sci. Comput. 42 (5) (2020)
Rui Li, Haijian Yang, Chao Yang
Parallel multilevel restricted Schwarz preconditioners for implicit simulation of subsurface flows with Peng-Robinson equation of state. CoRR (2020)
Biying Yan, Chao Yang, Pan Deng, Qiao Sun, Feng Chen, Yang Yu
A Spatiotemporal Causality Based Governance Framework for Noisy Urban Sensory Data. J. Comput. Sci. Technol. 35 (5) (2020)
Lijuan Jiang, Chao Yang, Wenjing Ma
Enabling Highly Efficient Batched Matrix Multiplications on SW26010 Many-core Processor. ACM Trans. Archit. Code Optim. 17 (1) (2020)
Haijian Yang, Shuyu Sun, Yiteng Li, Chao Yang
A fully implicit constraint-preserving simulator for the black oil model of petroleum reservoirs. J. Comput. Phys. 396 (2019)
Jingheng Xu, Guangwen Yang, Haohuan Fu, Wayne Luk, Lin Gan, Wen Shi, Wei Xue, Chao Yang, Yong Jiang, Conghui He
Optimizing Finite Volume Method Solvers on Nvidia GPUs. IEEE Trans. Parallel Distributed Syst. 30 (12) (2019)
Haijian Yang, Shuyu Sun, Yiteng Li, Chao Yang
Parallel reservoir simulators for fully implicit complementarity formulation of multicomponent compressible flows. Comput. Phys. Commun. 244 (2019)
Ying Wei, Chao Yang, Jizu Huang
Parallel energy-stable phase field crystal simulations based on domain decomposition methods. Comput. Phys. Commun. 234 (2019)
Min Li, Chao Yang, Qiao Sun, Wenjing Ma, Wenlong Cao, Yulong Ao
Enabling Highly Efficient k-Means Computations on the SW26010 Many-Core Processor of Sunway TaihuLight. J. Comput. Sci. Technol. 34 (1) (2019)
Lixin He, Hong An, Chao Yang, Fei Wang, Junshi Chen, Chao Wang, Weihao Liang, Shao-Jun Dong, Qiao Sun, Wenting Han, Wenyuan Liu, Yongjian Han, Wenjun Yao
PEPS++: Towards Extreme-Scale Simulations of Strongly Correlated Quantum Many-Particle Models on Sunway TaihuLight. IEEE Trans. Parallel Distributed Syst. 29 (12) (2018)
Ying Cai, Chao Yang, Wenjing Ma, Yulong Ao
Extreme-Scale Realistic Stencil Computations on Sunway TaihuLight with Ten Million Cores. CCGrid (2018)
Ying Cai, Yulong Ao, Chao Yang, Wenjing Ma, Haitao Zhao
Extreme-Scale High-Order WENO Simulations of 3-D Detonation Wave with 10 Million Cores. ACM Trans. Archit. Code Optim. 15 (2) (2018)
Xinliang Wang, Ping Xu, Wei Xue, Yulong Ao, Chao Yang, Haohuan Fu, Lin Gan, Guangwen Yang, Weimin Zheng
A Fast Sparse Triangular Solver for Structured-grid Problems on Sunway Many-core Processor SW26010. ICPP (2018)
Yulong Ao, Chao Yang, Fangfang Liu, Wanwang Yin, Lijuan Jiang, Qiao Sun
Performance Optimization of the HPCG Benchmark on the Sunway TaihuLight Supercomputer. ACM Trans. Archit. Code Optim. 15 (1) (2018)
Ying Wei, Chao Yang, Jizu Huang
Parallel energy-stable phase field crystal simulations based on domain decomposition methods. CoRR (2017)
Haijian Yang, Shuyu Sun, Chao Yang
Nonlinearly preconditioned semismooth Newton methods for variational inequality solution of two-phase flow in porous media. J. Comput. Phys. 332 (2017)
Lin Gan, Haohuan Fu, Wayne Luk, Chao Yang, Wei Xue, Guangwen Yang
Solving Mesoscale Atmospheric Dynamics Using a Reconfigurable Dataflow Architecture. IEEE Micro 37 (4) (2017)
Yulong Ao, Chao Yang, Xinliang Wang, Wei Xue, Haohuan Fu, Fangfang Liu, Lin Gan, Ping Xu, Wenjing Ma
26 PFLOPS Stencil Computations for Atmospheric Modeling on Sunway TaihuLight. IPDPS (2017)
Lijuan Jiang, Chao Yang, Yulong Ao, Wanwang Yin, Wenjing Ma, Qiao Sun, Fangfang Liu, Rongfen Lin, Peng Zhang
Towards Highly Efficient DGEMM on the Emerging SW26010 Many-Core Processor. ICPP (2017)
Peng Zhang, Chao Yang, Chungang Chen, Xingliang Li, Xueshun Shen, Feng Xiao
Development of a hybrid parallel MCV-based high-order global shallow-water model. J. Supercomput. 73 (6) (2017)
Jizu Huang, Chao Yang, Xiao-Chuan Cai
A Nonlinearly Preconditioned Inexact Newton Algorithm for Steady State Lattice Boltzmann Equations. SIAM J. Sci. Comput. 38 (3) (2016)
Yiqung Liu, Chao Yang, Fangfang Liu, Xianyi Zhang, Yutong Lu, Yunfei Du, Canqun Yang, Min Xie, Xiangke Liao
623 Tflop/s HPCG run on Tianhe-2: Leveraging millions of hybrid cores. Int. J. High Perform. Comput. Appl. 30 (1) (2016)
Chao Yang, Wei Xue, Haohuan Fu, Hongtao You, Xinliang Wang, Yulong Ao, Fangfang Liu, Lin Gan, Ping Xu, Lanning Wang, Guangwen Yang, Weimin Zheng
10M-core scalable fully-implicit solver for nonhydrostatic atmospheric dynamics. SC (2016)
Haohuan Fu, Junfeng Liao, Jinzhe Yang, Lanning Wang, Zhenya Song, Xiaomeng Huang, Chao Yang, Wei Xue, Fangfang Liu, Fang-Li Qiao, Wei Zhao, Xunqiang Yin, Chaofeng Hou, Chenglong Zhang, Wei Ge, Jian Zhang, Yangang Wang, Chunbo Zhou, Guangwen Yang
The Sunway TaihuLight supercomputer: system and applications. Sci. China Inf. Sci. 59 (7) (2016)
Jingheng Xu, Haohuan Fu, Lin Gan, Chao Yang, Wei Xue, Shizhen Xu, Wenlai Zhao, Xinliang Wang, Bingwei Chen, Guangwen Yang
Generalized GPU Acceleration for Applications Employing Finite-Volume Methods. CCGrid (2016)
Qiao Sun, Chao Yang, Changmao Wu, Leisheng Li, Fangfang Liu
Fast Parallel Stream Compaction for IA-Based Multi/many-core Processors. CCGrid (2016)
Haohuan Fu, Jingheng Xu, Lin Gan, Chao Yang, Wei Xue, Wenlai Zhao, Wen Shi, Xinliang Wang, Guangwen Yang
Unleashing the performance potential of CPU-GPU platforms for the 3D atmospheric Euler solver. ASAP (2016)
Changmao Wu, Fangfang Liu, Chao Yang, Ligang Li, Haitao Zhao, Yutong Lu, Leisheng Li, Yunfei Du
Accelerating the Simulation of Thermal Convection in the Earth's Outer Core on Tianhe-2. ICPADS (2016)
Jingheng Xu, Haohuan Fu, Lin Gan, Chao Yang, Wei Xue, Guangwen Yang
Accelerating the 3D euler atmospheric solver through heterogeneous CPU-GPU platforms. Conf. Computing Frontiers (2016)
Haijian Yang, Chao Yang, Shuyu Sun
Active-Set Reduced-Space Methods with Nonlinear Elimination for Two-Phase Flow Problems in Porous Media. SIAM J. Sci. Comput. 38 (4) (2016)
Jizu Huang, Liqun Cao, Chao Yang
A multiscale algorithm for radiative heat transfer equation with rapidly oscillating coefficients. Appl. Math. Comput. 266 (2015)
Jizu Huang, Chao Yang, Xiao-Chuan Cai
A Fully Implicit Method for Lattice Boltzmann Equations. SIAM J. Sci. Comput. 37 (5) (2015)
Peng Zhang, Yulong Ao, Chao Yang, Yiqung Liu, Fangfang Liu, Changmao Wu, Haitao Zhao
Pattern-Driven Hybrid Multi- and Many-Core Acceleration in the MPAS Shallow-Water Model. ICPP (2015)
Lin Gan, Haohuan Fu, Wayne Luk, Chao Yang, Wei Xue, Xiaomeng Huang, Youhui Zhang, Guangwen Yang
Solving the Global Atmospheric Equations through Heterogeneous Reconfigurable Platforms. ACM Trans. Reconfigurable Technol. Syst. 8 (2) (2015)
Xiang Zheng, Chao Yang, Xiao-Chuan Cai, David E. Keyes
A parallel domain decomposition-based implicit method for the Cahn-Hilliard-Cook phase-field equation in 3D. J. Comput. Phys. 285 (2015)
Wei Xue, Chao Yang, Haohuan Fu, Xinliang Wang, Yangtong Xu, Junfeng Liao, Lin Gan, Yutong Lu, Rajiv Ranjan, Lizhe Wang
Ultra-Scalable CPU-MIC Acceleration of Mesoscale Atmospheric Modeling on Tianhe-2. IEEE Trans. Computers 64 (8) (2015)
Yulong Ao, Yiqung Liu, Chao Yang, Fangfang Liu, Peng Zhang, Yutong Lu, Yunfei Du
Performance Evaluation of HPGMG on Tianhe-2: Early Experience. ICA3PP (4) (2015)
Haijian Yang, Chao Yang, Xiao-Chuan Cai
Parallel Domain Decomposition Methods with Mixed Order Discretization for Fully Implicit Solution of Tracer Transport Problems on the Cubed-Sphere. J. Sci. Comput. 61 (2) (2014)
Wei Xue, Chao Yang, Haohuan Fu, Xinliang Wang, Yangtong Xu, Lin Gan, Yutong Lu, Xiaoqian Zhu
Enabling and Scaling a Global Shallow-Water Atmospheric Model on Tianhe-2. IPDPS (2014)
Yiqung Liu, Xianyi Zhang, Chao Yang, Fangfang Liu, Yutong Lu
Accelerating HPCG on Tianhe-2: A hybrid CPU-MIC algorithm. ICPADS (2014)
Xianyi Zhang, Chao Yang, Fangfang Liu, Yiqung Liu, Yutong Lu
Optimizing and Scaling HPCG on Tianhe-2: Early Experience. ICA3PP (1) (2014)
Qiao Sun, Chao Yang
Optimization of scan algorithms on multi- and many-core processors. HiPC (2014)
Chao Yang, Xiao-Chuan Cai
A Scalable Fully Implicit Compressible Euler Solver for Mesoscale Nonhydrostatic Simulation of Atmospheric Flows. SIAM J. Sci. Comput. 36 (5) (2014)
Lin Gan, Haohuan Fu, Wei Xue, Yangtong Xu, Chao Yang, Xinliang Wang, Zihong Lv, Yang You, Guangwen Yang, Kaijian Ou
Scaling and analyzing the stencil performance on multi-core and many-core architectures. ICPADS (2014)
Lin Gan, Haohuan Fu, Chao Yang, Wayne Luk, Wei Xue, Oskar Mencer, Xiaomeng Huang, Guangwen Yang
A highly-efficient and green data flow engine for solving euler atmospheric equations. FPL (2014)
Chao Yang, Xiao-Chuan Cai
A Scalable Implicit Solver for Phase Field Crystal Simulations. IPDPS Workshops (2013)
Lin Gan, Haohuan Fu, Wayne Luk, Chao Yang, Wei Xue, Xiaomeng Huang, Youhui Zhang, Guangwen Yang
Accelerating solvers for global atmospheric equations through mixed-precision data flow engine. FPL (2013)
Chao Yang, Wei Xue, Haohuan Fu, Lin Gan, Linfeng Li, Yangtong Xu, Yutong Lu, Jiachang Sun, Guangwen Yang, Weimin Zheng
A peta-scalable CPU-GPU algorithm for global atmospheric simulations. PPOPP (2013)
Lin Gan, Haohuan Fu, Wayne Luk, Chao Yang, Wei Xue, Guangwen Yang
Global Atmospheric Simulation on a Reconfigurable Platform. FCCM (2013)
Chao Yang, Jiachang Sun
New six-node and seven-node hexagonal finite elements. Appl. Math. Comput. 218 (24) (2012)
Chao Yang, Xiao-Chuan Cai
Parallel multilevel methods for implicit solution of shallow water equations with nonsmooth topography on the cubed-sphere. J. Comput. Phys. 230 (7) (2011)
Chao Yang, Xiao-Chuan Cai
A parallel well-balanced finite volume method for shallow water equations with topography on the cubed-sphere. J. Comput. Appl. Math. 235 (18) (2011)
Chao Yang, Xiao-Chuan Cai
Scalability Studies of an Implicit Shallow Water Solver for the Rossby-Haurwitz Problem. VECPAR (2010)
Chao Yang, Jianwen Cao, Xiao-Chuan Cai
A Fully Implicit Domain Decomposition Algorithm for Shallow Water Equations on the Cubed-Sphere. SIAM J. Sci. Comput. 32 (1) (2010)
Chao Yang, Yunquan Zhang, Ligang Li
Numerical Simulation of the Thermal Convection in the Earth's Outer Core. HPCC (2010)
Chao Yang, Ligang Li, Yunquan Zhang
Development of a Scalable Solver for the Earth's Core Convection. HPCA (China) (2009)