Huang, Lin

1. Long-Short-Range Message-Passing: A Physics-Informed Framework to Capture Non-Local Interaction for Scalable Molecular Dynamics Simulation
   2023/04/26 by Li, Yunyang, Wang, Yusong, Huang, Lin +7 · 4 citations
   #Chemical Physics (physics.chem-ph) #FOS: Physical sciences
2. Enhancing the Scalability and Applicability of Kohn-Sham Hamiltonians for Molecular Systems
   2025/02/26 by Yunyang Li, Zeyu Xia, Li, Yunyang +19 · 6 citations
   Materials Science · Physics and Astronomy · #Advanced Chemical Physics Studies #Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Quantum many-body systems
3. Efficient and Scalable Density Functional Theory Hamiltonian Prediction through Adaptive Sparsity
   2025/02/03 by Luo, Erpai, Xinran Wei, Wei, Xinran +16 · 5 citations
   Physics and Astronomy · Materials Science · #Model Reduction and Neural Networks #Quantum, superfluid, helium dynamics #Machine Learning in Materials Science
4. Accurate and scalable exchange-correlation with deep learning
   2025/06/17 by Luise, Giulia, Huang, Chin-Wei, Vogels, Thijs +22 · 7 citations
   #Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #Computational Engineering #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Machine Learning (cs.LG) #and Science (cs.CE)
5. Infusing Self-Consistency into Density Functional Theory Hamiltonian Prediction via Deep Equilibrium Models
   2024/06/06 by Wang, Zun, Liu, Chang, Zou, Nianlong +5 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Neural Correspondence Field for Object Pose Estimation
   2022/07/30 by Huang, Lin, Hodan, Tomas, Ma, Lingni +7 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
7. Dichromatic breather molecules in a mode-locked fiber laser
   2022/11/11 by Yudong Cui, Yusheng Zhang, Cui1, Yudong +12 · 1 citation
   Chemistry · Physics and Astronomy · #Advanced Fiber Laser Technologies #FOS: Physical sciences #Laser-Matter Interactions and Applications #Optics (physics.optics) #Pattern Formation and Solitons (nlin.PS) #Spectroscopy and Laser Applications
8. Long-time asymptotics of the Tzitzéica equation on the line
   2024/04/07 by Lin Huang, Deng‐Shan Wang, Deng-Shan Wang +4 · 1 citation
   Physics and Astronomy · Mathematics · #Exactly Solvable and Integrable Systems (nlin.SI) #FOS: Physical sciences #Mathematical Physics (math-ph)
9. E2Former: An Efficient and Equivariant Transformer with Linear-Scaling Tensor Products
   2025/01/31 by Li, Yunyang, Huang, Lin, Ding, Zhihao +10 · 2 citations
   #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
10. Acceleration without Disruption: DFT Software as a Service
    2024/06/17 by Fusong Ju, Xinran Wei, Ju, Fusong +29 · 1 citation
    Computer Science · #Distributed and Parallel Computing Systems
11. Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning
    2024/10/14 by Yu‐Xuan Ren, Ren, Yuxuan, Chang Liu +15 · 1 citation
    Computer Science · Materials Science · #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science