probabilistic
ai4sci-probabilistic-global-weather
AI4Science probabilistic global weather: prepared WN2 resources
Frozen, ready-to-use data for the native WeatherNext 2 track in
T0-RSI/ai4sci-tasks.
This release contains approximately 205.2 GiB of prepared NetCDF/Zarr resources.
It avoids rebuilding training examples, normalizers and evaluation climatologies
from large, rolling upstream archives. It contains no pretrained model weights,
candidate predictions or experiment logs.
Contents and intended use
32 fixed… See the full description on the dataset page: https://huggingface.co/datasets/sanxing/ai4sci-probabilistic-global-weather.probabilistic-solar-wind
Probabilistic Forecasting of the Solar Wind by Data Mining Similar Scenarios (Supplemental Data)
This dataset accompanies the paper Post-processing Probabilistic Forecasts of the Solar Wind by Data Mining Similar Scenarios, published in the AGU Journal Space Weather in 2026.
It includes the full ADAPT-WSA outputs between 2010-2020 (inclusive) using four maps per day and driven by the GONG network, which is uploaded here because it is too large for Zenodo.
Citing
If… See the full description on the dataset page: https://huggingface.co/datasets/ddasilva/probabilistic-solar-wind.repro-probabilistic-bisection-algorithm-provably-achieves-exponential-convergence-traces
Agent traces
Agent sessions published from a Trackio Logbook.
arayun_173-structural-limits-probabilistic-ai
ARAYUN_173 Dataset
This dataset provides structured, machine-readable representations of the ARAYUN_173 research series.
Structure
Each record contains:
id
source
type
title
content
keywords
doi
Purpose
This dataset provides a structural and conditional analysis of probabilistic AI architectures in relation to the material requirements of the EU Artificial Intelligence Act.
Building on the ARAYUN_173 research corpus, its primary objectives are:… See the full description on the dataset page: https://huggingface.co/datasets/ARAYUN173/arayun_173-structural-limits-probabilistic-ai.probabilistic-collocation-dictionary