Junqi Yin

1. MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems
   2021/10/21 by Steven Farrell, Farrell, Steven, Murali Emani +83 · 6 citations
   Computer Science · #Advanced Data Storage Technologies #Advanced Neural Network Applications #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
2. Exascale Deep Learning for Scientific Inverse Problems
   2019/09/24 by Nouamane Laanait, Joshua Romero, Laanait, Nouamane +15 · 2 voices
   #cs.LG #cond-mat.mtrl-sci #cs.DC #physics.comp-ph #stat.ML
3. DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies
   2023/10/06 by Shuaiwen Leon Song, Bonnie Kruft, Song, Shuaiwen Leon +181 · 4 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
4. ORBIT: Oak Ridge Base Foundation Model for Earth System Predictability
   2024/04/23 by Xiao Wang, Wang, Xiao, Siyan Liu +18 · 2 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
5. Robust data-driven approach for predicting the configurational energy of high entropy alloys
   2019/08/10 by Jiaxin Zhang, Xianglin Liu, Zhang, Jiaxin +9 · 1 citation
   Engineering · Materials Science · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #High Entropy Alloys Studies #High Temperature Alloys and Creep #Machine Learning (stat.ML) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
6. Neural network based order parameter for phase transitions and its applications in high-entropy alloys
   2021/09/12 by Junqi Yin, Yin, Junqi, Zongrui Pei +3 · 2 citations
   Engineering · Materials Science · #High Entropy Alloys Studies #Machine Learning in Materials Science #Additive Manufacturing Materials and Processes
7. A Scalable Real-Time Data Assimilation Framework for Predicting Turbulent Atmosphere Dynamics
   2024/07/16 by Junqi Yin, Siming Liang, Yin, Junqi +10 · 2 citations
   Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Flood Risk Assessment and Management #Climate variability and models
8. Hierarchical Bayesian approach for adaptive integration of Bragg peaks in time-of-flight neutron scattering data
   2024/04/01 by Viktor Reshniak, Xiaoping Wang, Reshniak, Viktor +7 · 1 citation
   Earth and Planetary Sciences · Engineering · Physics and Astronomy · #Data Analysis #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Nuclear Physics and Applications #Nuclear reactor physics and engineering #Seismic Imaging and Inversion Techniques #Statistics and Probability (physics.data-an)
9. Scalable Artificial Intelligence for Science: Perspectives, Methods and Exemplars
   2024/06/24 by Wesley Brewer, Brewer, Wesley, Aditya Kashi +11 · 1 citation
   Decision Sciences · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)