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cs.LG2023★ 2 cited
CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics
Yining Luo, Yingfa Chen, Zhen Zhang
In recent years, applying deep learning to solve physics problems has attracted much attention. Data-driven deep learning methods produce fast numerical operators that can learn ap…
cs.CL2023
READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises
Chenglei Si, Zhengyan Zhang, Yingfa Chen +3
For many real-world applications, the user-generated inputs usually contain various noises due to speech recognition errors caused by linguistic variations1 or typographical errors…