# \#prediction
**URL:** https://forum.access-hive.org.au/tag/prediction/231.md
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## [Set of initialised ACCESS-ESM1-5 PI ensembles to explore predictability](https://forum.access-hive.org.au/t/set-of-initialised-access-esm1-5-pi-ensembles-to-explore-predictability/4621)
**Author:** [@jemmajeffree](https://forum.access-hive.org.au/u/jemmajeffree)\
**Replies:** 7\
**Last updated:** [25 August 2025 01:54 UTC](https://forum.access-hive.org.au/t/set-of-initialised-access-esm1-5-pi-ensembles-to-explore-predictability/4621 "2025-08-25T01:54:22Z")
\*If you would use this data, let me know what variables you are interested in\* Experiment title :bell:: ACCESS-ESM1-5 PI initialised ensembles Summary :bell:: Initialise 10 ensemble members, from 10 distinct initial co…
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## [Model analogues: Cheap forecasts and their implications](https://forum.access-hive.org.au/t/model-analogues-cheap-forecasts-and-their-implications/1354)
**Author:** [@jemmajeffree](https://forum.access-hive.org.au/u/jemmajeffree)\
**Replies:** 0\
**Last updated:** [11 September 2023 00:31 UTC](https://forum.access-hive.org.au/t/model-analogues-cheap-forecasts-and-their-implications/1354 "2023-09-11T00:31:33Z")
About From https://iopscience.iop.org/article/10.1088/2515-7620/acb90e Ding et al (2018) and (2019) proposed an alternative forecast method (Model-Analogs) to avoid additional forecast ensemble integration. In this met…
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## [Global model forecasting at the Bureau: from NWP to seasonal timescales](https://forum.access-hive.org.au/t/global-model-forecasting-at-the-bureau-from-nwp-to-seasonal-timescales/1194)
**Author:** [@debbie\_h](https://forum.access-hive.org.au/u/debbie_h)\
**Replies:** 1\
**Last updated:** [5 September 2023 02:29 UTC](https://forum.access-hive.org.au/t/global-model-forecasting-at-the-bureau-from-nwp-to-seasonal-timescales/1194 "2023-09-05T02:29:02Z")
Title Global model forecasting at the Bureau: from NWP to seasonal timescales Speaker Debbie Hudson (@debbie\_h), Bureau of Meteorology Recording Location Weston Theatre (and online). See the main workshop…
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## [Poster: Modelling Ice Sheet Changes in the Wilkes Subglacial Basin before 2500: How Sensitive Are Our Predictions?](https://forum.access-hive.org.au/t/poster-modelling-ice-sheet-changes-in-the-wilkes-subglacial-basin-before-2500-how-sensitive-are-our-predictions/1271)
**Author:** [@YuWang](https://forum.access-hive.org.au/u/YuWang)\
**Replies:** 0\
**Last updated:** [4 September 2023 13:10 UTC](https://forum.access-hive.org.au/t/poster-modelling-ice-sheet-changes-in-the-wilkes-subglacial-basin-before-2500-how-sensitive-are-our-predictions/1271 "2023-09-04T13:10:30Z")
Title Modelling Ice Sheet Changes in the Wilkes Subglacial Basin before 2500: How Sensitive Are Our Predictions? About The Wilkes Subglacial Basin (WSB) holds the largest volume of marine-based ice of any Antarctic basi…
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## [Poster: Accelerating climate models using an AI surrogate](https://forum.access-hive.org.au/t/poster-accelerating-climate-models-using-an-ai-surrogate/1260)
**Author:** [@abhnil](https://forum.access-hive.org.au/u/abhnil)\
**Replies:** 0\
**Last updated:** [4 September 2023 11:36 UTC](https://forum.access-hive.org.au/t/poster-accelerating-climate-models-using-an-ai-surrogate/1260 "2023-09-04T11:36:53Z")
Title Accelerating climate models using an AI surrogate About We accelerate Community Atmospheric Model (CAM) simulations by replacing the moist physics and radiation with an AI surrogate using a novel python-fortran br…