MacKinlay, Dan

1. PDEBENCH: An Extensive Benchmark for Scientific Machine Learning
   2022/10/13 by Makoto Takamoto, Takamoto, Makoto, Timothy Praditia +11 · 96 citations
   Computer Science · Materials Science · Physics and Astronomy · #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Model Reduction and Neural Networks
2. Gaussian Ensemble Belief Propagation for Efficient Inference in High-Dimensional Systems
   2024/02/13 by MacKinlay, Dan, Tsuchida, Russell, Pagendam, Dan +1 · 1 citation
   #62-07 (Primary) 62F15 #62M40 #68T05 #68W25 #FOS: Computer and information sciences #H.2.4 #I.2.6 #I.2.8 #J.2 #Machine Learning (cs.LG) #Machine Learning (stat.ML)