steady
Datasets
All datasets matching “steady”mlef-blobssteady-rans-generalization
Steady-RANS cross-family generalization dataset
Data for the paper "Towards generalized flow field prediction: one model across unseen
object families" (under double blind review; this account is anonymous for that reason).
Trained checkpoints and evaluation code are in the companion model repo:
steady-rans-surrogates.
Steady incompressible k-omega SST (OpenFOAM simpleFoam) external flow around 855 distinct
shapes (17 scripted parametric families plus 40 ModelNet object… See the full description on the dataset page: https://huggingface.co/datasets/BlidReview/steady-rans-generalization.volume_of_distribution_at_steady_state_lombardo_et_al
Dataset Details
Dataset Description
The volume of distribution at steady state (VDss) measures the degree
of a drug's concentration in the body tissue compared to concentration in the blood.
Higher VD indicates a higher distribution in the tissue and usually indicates
the drug with high lipid solubility, low plasma protein binding rate.
Curated by:
License: CC BY 4.0
Dataset Sources
corresponding publication
data source
Citation
BibTeX:… See the full description on the dataset page: https://huggingface.co/datasets/jablonkagroup/volume_of_distribution_at_steady_state_lombardo_et_al.mls-blobsrepro-steady-state-behavior-bundle
Reproduction bundle — Steady-State Behavior of Constant-Stepsize SA (m4TAzup6Yc, arXiv 2602.13960)
Full reproduction artifacts for the Trackio logbook
repro-steady-state-behavior-of-constant-stepsize-stochastic-approximation-gaussian.
This is an independent numerical audit of a theorem/proof paper. Three claims,
all verified: (1) Wasserstein rate d_W ≤ c·√α·log(1/α); (2) non-uniform tail bound
α^(1/4)log^(1/2)(1/α)/a; (3) applicability to SGD-strongly-convex, linear SA, and… See the full description on the dataset page: https://huggingface.co/datasets/JG1310/repro-steady-state-behavior-bundle.volume_of_distribution_at_steady_state_lombardo_et_al-multimodal