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stat.AP2026
GeoMix: A Bayesian Framework for Stratigraphic and Geotechnical Inference
Bradley Wakefield, Michael Bertolacci, David Gunawan +3
Accurate characterisation of subsea sediments is essential for engineering projects such as offshore wind farms, but the challenging environment and large spatial domains involved…
stat.AP2025
Neural posterior inference with state-space models for calibrating ice sheet simulators
Bao Anh Vu, Andrew Zammit-Mangion, David Gunawan +2
Ice sheet models are routinely used to quantify and project an ice sheet's contribution to sea level rise. In order for an ice sheet model to generate realistic projections, its pa…