Research, software, data and methods. Inspect the context, compare your options, and take a useful next step.
ReScience C
A C++ replication about wake structure and propulsive performance for pitching and rolling plates in computational fluid dynamics.
Investigate Which force or wake statistic can be subjected to a bounded mesh-and-time-step convergence audit?
ReScience C
A C replication revisiting network-simulation accuracy in the SimGrid framework.
Investigate Can a bounded synthetic topology expose where the selected simulation model departs from an analytic timing baseline?
ReScience C
A C/R reproduction report concerning fluctuation domains in an adaptive-evolution model.
Investigate How stable are selected distributional summaries across independent seeds and documented numerical settings?
ReScience C
A Fortran reproduction of a pulse-driven Josephson-junction calculation involving step-width behavior.
Investigate How does a prespecified step-width statistic change under temporal-resolution refinement?
ReScience C
A Python replication concerning simulated socioeconomic-based affirmative action in education policy.
Investigate How sensitive are simulated selection outcomes to prespecified changes in the applicant distribution?
UCI Machine Learning Repository
A documented artificial maintenance dataset for testing rare-failure evaluation and shortcut learning.
Investigate How do maintenance predictions change after removing variables that encode the synthetic failure construction?
UCI Machine Learning Repository
Generated learning problems for examining how benchmark construction affects classifier comparisons.
Investigate How consistent are simple classifier rankings across a fixed selection of AutoUniv problem settings?
UCI Machine Learning Repository
Wireless localization simulation descriptors for examining error prediction across configurations.
Investigate How does localization-error prediction change when network configuration families are withheld?
UCI Machine Learning Repository
A rule-generated balance problem that separates memorization from learning a physical decision rule.
Investigate Can a learner recover balance outcomes on held-out weight-distance combinations?
Upstream project repository
Thermodynamics, chemical kinetics, and transport calculations for reacting systems.
Investigate Does a bounded kinetic simulation conserve the declared elemental inventory within prespecified tolerances?
UCI Machine Learning Repository
A structured car-rating decision problem useful for checking learned rules against declared categories.
Investigate Do simple decision rules generalize to withheld car-attribute combinations?
UCI Machine Learning Repository
Chess endgame positions for examining generalization under exact combinatorial constraints.
Investigate How does an endgame classifier perform on held-out position symmetries after duplicate-equivalence checks?
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