Daniel MacKinlay

PDEBENCH: An Extensive Benchmark for Scientific Machine Learning

Makoto Takamoto, Timothy Praditia, Raphael Leiteritz et al. · arXiv (Cornell University) · 2022 · 57 citations · Full text

Natural Sciences, Computer Science, Physics +12

Bayesian Physics Informed Neural Networks for data assimilation and spatio-temporal modelling of wildfires

Joel Janek Dabrowski, Dan Pagendam, James Hilton et al. · Spatial Statistics · 2023 · 38 citations · Full text

Engineering, Earth Sciences, Ecology +16

Fast and accurate computation of the distribution of sums of dependent log-normals

Zdravko I. Botev, Robert Salomone, Daniel MacKinlay · Annals of Operations Research · 2019 · 13 citations · Full text

Natural Sciences, Computer Science, Probability Theory +7

A log-additive neural model for spatio-temporal prediction of groundwater levels

Dan Pagendam, Sreekanth Janardhanan, Joel Janek Dabrowski et al. · Spatial Statistics · 2023 · 11 citations

Computing, Earth Sciences, Hydrology +16