Lu, Dan

1. Efficient surrogate modeling methods for large-scale Earth system models based on machine learning techniques
   2019/01/16 by Dan Lu, Lu, Dan, Daniel Ricciuto +1 · 4 citations
   Decision Sciences · Engineering · Environmental Science · #Atmospheric and Environmental Gas Dynamics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reservoir Engineering and Simulation Methods #demographic modeling and climate adaptation
2. DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies
   2023/10/06 by Shuaiwen Leon Song, Song, Shuaiwen Leon, Bonnie Kruft +181 · 6 citations
   Biochemistry, Genetics and Molecular Biology · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Machine Learning (cs.LG) #Machine Learning in Materials Science #Scientific Computing and Data Management
3. Hybrid bound states in the continuum in terahertz metasurfaces
   2023/03/22 by Junxing Fan, Fan, Junxing, Zhanqiang Xue +13 · 6 citations
   Materials Science · Engineering · Physics and Astronomy · #Metamaterials and Metasurfaces Applications #Plasmonic and Surface Plasmon Research #Nonlinear Photonic Systems
4. Recent advances and perspective of photonic bound states in the continuum
   2023/04/23 by Guizhen Xu, Xu, Guizhen, Hongyang Xing +13 · 6 citations
   Engineering · Physics and Astronomy · #FOS: Physical sciences #Optics (physics.optics) #Photonic Crystals and Applications #Photonic and Optical Devices #Plasmonic and Surface Plasmon Research
5. ORBIT: Oak Ridge Base Foundation Model for Earth System Predictability
   2024/04/23 by Xiao Wang, Siyan Liu, Wang, Xiao +18 · 7 citations
   Computer Science · Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Geological Modeling and Analysis #Geophysics (physics.geo-ph) #Image and Video Processing (eess.IV) #Parallel #Seismology and Earthquake Studies #and Cluster Computing (cs.DC) #electronic engineering #information engineering
6. Recommendations for Comprehensive and Independent Evaluation of Machine Learning-Based Earth System Models
   2024/10/24 by Paul Ullrich, Elizabeth A. Barnes, Ullrich, Paul A. +19 · 4 citations
   Computer Science · Earth and Planetary Sciences · Engineering · #Advanced Data Processing Techniques #Atmospheric and Oceanic Physics (physics.ao-ph) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Geological Modeling and Analysis #Machine Learning (cs.LG)
7. A Scalable Real-Time Data Assimilation Framework for Predicting Turbulent Atmosphere Dynamics
   2024/07/16 by Junqi Yin, Siming Liang, Yin, Junqi +10 · 4 citations
   Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Flood Risk Assessment and Management #Climate variability and models
8. Flexible terahertz metasurface absorbers empowered by bound states in the continuum
   2024/05/06 by Guizhen Xu, Zhanqiang Xue, Xu, Guizhen +11 · 2 citations
   Engineering · Materials Science · #Advanced Antenna and Metasurface Technologies #Antenna Design and Analysis #FOS: Physical sciences #Metamaterials and Metasurfaces Applications #Optics (physics.optics)
9. Multi-module based CVAE to predict HVCM faults in the SNS accelerator
   2023/04/20 by Yasir Alanazi, Malachi Schram, Alanazi, Yasir +17 · 1 citation
   Engineering · #FOS: Computer and information sciences #Machine Fault Diagnosis Techniques #Machine Learning (cs.LG) #Non-Destructive Testing Techniques #Power System Reliability and Maintenance
10. ORBIT-2: Scaling Exascale Vision Foundation Models for Weather and Climate Downscaling
    2025/05/07 by Xiao Wang, Jong-Youl Choi, Wang, Xiao +33 · 1 citation
    Earth and Planetary Sciences · Environmental Science · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Cryospheric studies and observations #Distributed #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Parallel #Remote Sensing in Agriculture #Urban Heat Island Mitigation #and Cluster Computing (cs.DC)
11. Diffusion-based supervised learning of generative models for efficient sampling of multimodal distributions
    2025/04/20 by Tran, Hoang, Zhang, Zezhong, Bao, Feng +2 · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR)