Ruipeng Li

1. Learning optimal multigrid smoothers via neural networks
   2021/02/24 by Ru Huang, Ruipeng Li, Huang, Ru +3 · 6 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #Advanced Numerical Methods in Computational Mathematics #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
2. Learning Optimal Multigrid Smoothers via Neural Networks
   2022/08/24 by Ru Huang, Ruipeng Li, Yuanzhe Xi · 5 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #Advanced Numerical Methods in Computational Mathematics #Model Reduction and Neural Networks
3. Spectral-Refiner: Accurate Fine-Tuning of Spatiotemporal Fourier Neural Operator for Turbulent Flows
   2024/05/27 by Shuhao Cao, Cao, Shuhao, Francesco Brarda +5 · 7 citations
   Computer Science · Physics and Astronomy · #Neural Networks and Applications #Model Reduction and Neural Networks
4. Autonomous Materials Discovery Driven by Gaussian Process Regression\n with Inhomogeneous Measurement Noise and Anisotropic Kernels
   2020/06/03 by Marcus M. Noack, Noack, Marcus M., Gregory S. Doerk +11 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Machine Learning in Materials Science #Molecular Biology Techniques and Applications #Spectroscopy Techniques in Biomedical and Chemical Research
5. The Eigenvalues Slicing Library (EVSL): Algorithms, Implementation, and Software
   2018/02/14 by Ruipeng Li, Yuanzhe Xi, Li, Ruipeng +5 · 2 citations
   Computer Science · Engineering · Mathematics · #Matrix Theory and Algorithms #Sparse and Compressive Sensing Techniques #Advanced Optimization Algorithms Research
6. parGeMSLR: A Parallel Multilevel Schur Complement Low-Rank Preconditioning and Solution Package for General Sparse Matrices
   2022/05/04 by Tianshi Xu, Xu, Tianshi, Vassilis Kalantzis +9 · 3 citations
   Chemistry · Computer Science · Physics and Astronomy · #Advanced NMR Techniques and Applications #Electromagnetic Scattering and Analysis #FOS: Computer and information sciences #FOS: Mathematics #Mathematical Software (cs.MS) #Matrix Theory and Algorithms #Numerical Analysis (math.NA)
7. Parallel Approximate Ideal Restriction Multigrid for Solving the S_N\n Transport Equations
   2019/10/24 by Joshua Hanophy, Ben S. Southworth, Hanophy, Joshua +7 · 1 citation
   Computer Science · Engineering · #Advanced Numerical Methods in Computational Mathematics #Computational Fluid Dynamics and Aerodynamics #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Matrix Theory and Algorithms
8. Fast computation of spectral densities for generalized eigenvalue problems
   2017/06/20 by Yuanzhe Xi, Ruipeng Li, Xi, Yuanzhe +3 · 1 citation
   Computer Science · Physics and Astronomy · #Electromagnetic Scattering and Analysis #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Scientific Research and Discoveries
9. Reducing operator complexity in Algebraic Multigrid with Machine Learning Approaches
   2023/07/15 by Ru Huang, Huang, Ru, Kai Chang +7 · 1 citation
   Engineering · Mathematics · Physics and Astronomy · #Advanced Numerical Methods in Computational Mathematics #Analysis of PDEs (math.AP) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods for differential equations
10. A non-perturbative approach to computing seismic normal modes in rotating planets
    2019/06/25 by Jia Shi, Ruipeng Li, Shi, Jia +7 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Earth and Planetary Sciences · Physics and Astronomy · #15A18 #65N25 #65N30 #85-04 #85-08 #85-10 #86-04 #86-08 #Computational Physics (physics.comp-ph) #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences #Geomagnetism and Paleomagnetism Studies #Geophysics (physics.geo-ph) #High-pressure geophysics and materials #Stellar, planetary, and galactic studies
11. On Path to Multimodal Historical Reasoning: HistBench and HistAgent
    2025/05/26 by J. F. Qiu, Fulian Xiao, Qiu, Jiahao +187 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
12. A Two-level GPU-Accelerated Incomplete LU Preconditioner for General Sparse Linear Systems
    2023/03/15 by Tianshi Xu, Xu, Tianshi, Ruipeng Li +3 · 1 citation
    Computer Science · Engineering · Physics and Astronomy · #Advanced Numerical Methods in Computational Mathematics #Electromagnetic Scattering and Analysis #FOS: Mathematics #G.1.3 #Matrix Theory and Algorithms #Numerical Analysis (math.NA)