output
20082025
most citedfVDB: A Deep-Learning Framework for Sparse, Large-Scale, and High-Performance Spatial Intelligence

25 citations

11 papers

q-bio.PE2025★ 1 cited

Modelling the transmission and impact of Omicron variants of Covid-19 in different ethnicity groups in Aotearoa New Zealand

Samik Datta, Vincent X Lomas, Nicole Satherley +2

Previous pandemics, including influenza pandemics and Covid-19, have disproportionately impacted Māori and Pacific populations in Aotearoa New Zealand. The reasons for this are mul…

physics.ao-ph2025★ 2 cited

Downscaling with AI reveals the large role of internal variability in fine-scale projections of climate extremes

Neelesh Rampal, Peter B. Gibson, Steven C. Sherwood +3

The computational cost of dynamical downscaling limits ensemble sizes in regional downscaling efforts. We present a newly developed generative-AI approach to greatly expand the sco…

cs.CY2025★ 3 cited

Experiences and attitudes toward working remotely from home in a time of pandemic: A snapshot from a New Zealand-based online survey

Edgar Pacheco

Due to the Covid-19 pandemic, employees from around the world were compelled to work remotely from home and, in many cases, without much preparation. A substantial body of internat…

stat.AP2024★ 4 cited

Estimating excess mortality during the Covid-19 pandemic in Aotearoa New Zealand

Michael John Plank, Pubudu Senanayake, Richard Lyon

Background. The excess mortality rate in Aotearoa New Zealand during the Covid-19 pandemic is frequently estimated to be among the lowest in the world. However, to facilitate inter…

cs.CV2024★ 25 cited

fVDB: A Deep-Learning Framework for Sparse, Large-Scale, and High-Performance Spatial Intelligence

Francis Williams, Jiahui Huang, Jonathan Swartz +9

We present fVDB, a novel GPU-optimized framework for deep learning on large-scale 3D data. fVDB provides a complete set of differentiable primitives to build deep learning architec…

q-bio.PE2024★ 2 cited

Quantifying age-specific household contacts in Aotearoa New Zealand for infectious disease modelling

Caleb Sullivan, Pubudu Senanayake, Michael J. Plank

Accounting for population age structure and age-specific contact patterns is crucial for accurate modelling of human infectious disease dynamics and impact. A common approach is to…