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UCI Machine Learning Repository
Climate-model run parameters and crash labels for examining failure prediction in simulation campaigns.
Investigate Can a small classifier identify climate simulation crashes under a frozen class-balanced evaluation?
UCI Machine Learning Repository
Naval propulsion simulation variables for studying degradation-state surrogate models.
Investigate Does a condition model generalize to withheld combinations of propulsion operating settings?
UCI Machine Learning Repository
Enumerated game positions for studying categorical prediction and symmetry-aware evaluation.
Investigate Does grouping symmetry-equivalent Connect-4 positions change apparent test accuracy?
UCI Machine Learning Repository
Simulated electrical-network parameters and stability outcomes for examining surrogate reliability.
Investigate Can a stability classifier generalize to withheld operating-parameter regions?
Executable Science local pilot drafts
Investigate four step sizes for y'=-10y using the known amplification factor 1-10h, including stable, boundary, and growing discrete trajectories.
Investigate When does a decaying continuous solution produce a non-decaying numerical trajectory?
Upstream project repository
Finite-volume partial differential equation solving for transport and related numerical models.
Investigate How do grid and time-step refinement affect error in a one-dimensional diffusion problem?
UCI Machine Learning Repository
Artificial sampled curves for testing classification of local geometric structure under noise.
Investigate How does hill-versus-valley recognition change across the documented noise conditions?
UCI Machine Learning Repository
Simulated robot trajectories for preparing a reproducible motion-prediction benchmark.
Investigate Can a trajectory baseline generalize to a held-out simulated robot motion after coordinate and timing audits?
Upstream project repository
Grid and process-model components for Earth-surface dynamics simulations.
Investigate Does a fixed landscape-diffusion component reproduce an analytic mode and the declared boundary behavior?
UCI Machine Learning Repository
A synthetic display-recognition problem with controllable observation noise.
Investigate Does a classifier's error track the documented LED noise mechanism on a frozen evaluation design?
UCI Machine Learning Repository
A constructed feature-selection problem for testing signal recovery among distracting dimensions.
Investigate Does feature selection improve Madelon classification when selection is nested inside training folds?
Upstream project repository
Analysis of molecular-simulation trajectories and coordinate data.
Investigate Do distance calculations follow the declared periodic-boundary convention on a small synthetic trajectory?
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