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Brian Staber

Nionio

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https://bstaber.github.io

bstaber

AI & ML interests

Scientific machine learning, computer vision, robustness and uncertainty quantification

Recent Activity

authored a paper 1 day ago

MMGP: a Mesh Morphing Gaussian Process-based machine learning method for regression of physical problems under non-parameterized geometrical variability

authored a paper 1 day ago

Physics-Learning AI Datamodel (PLAID) datasets: a collection of physics simulations for machine learning

upvoted a paper 7 days ago

Evaluating Parameter Efficient Methods for RLVR

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Organizations

Papers 2

arxiv:2505.02974

arxiv:2305.12871

spaces 1

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models 1

Nionio/transolver-rotor37-small-train

Graph Machine Learning • Updated Nov 30, 2025 • 10 • 1

datasets 5

Nionio/ahmed-bodies-surface

Viewer • Updated Nov 27, 2025 • 503 • 44 • 1

Nionio/2D_Darcy_241x241

Viewer • Updated Nov 26, 2025 • 2.05k • 105

Nionio/drivaerml-surface

Updated Nov 20, 2025 • 2

Nionio/neashton-drivaerml-surface-3samples

Viewer • Updated Nov 20, 2025 • 3 • 9

Nionio/PDEBench_2D_DarcyFlow

Viewer • Updated Nov 13, 2025 • 50k • 32 • 1