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ReScience C
A C++ reproduction about parallelizing an object-oriented finite-element dynamics program using OpenMP.
Investigate Does parallel execution preserve a chosen dynamics observable within a declared tolerance across thread counts?
ReScience C
An R reproduction report about Bayesian identification of essential genes from mutagenesis data.
Investigate Can a tiny synthetic count dataset with known generating parameters expose posterior-calculation or convergence errors?
ReScience C
A Fortran reproduction of a molecular-interaction second-virial-coefficient calculation for hydrogen and carbon monoxide.
Investigate Can a simplified potential with a known integral expose quadrature or unit-conversion errors before the original model is attempted?
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 reproduction concerning protein structural flexibility and the effect of a crystal environment on normal-mode calculations.
Investigate Which low-dimensional synthetic stiffness model can test eigenmode normalization and environment sensitivity independently?
ReScience C
A replication of exploration in model-based reinforcement learning using estimates of learning progress.
Investigate Does an exploration advantage survive across fixed environment seeds when interaction budgets are equal?
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?
ReScience C
A Fortran reproduction report whose title explicitly indicates a negative or unsuccessful reproduction concerning cosmological space-parameter estimates.
Investigate Which exact dependency or numerical comparison accounts for the reported reproduction limitation, and can it be isolated in a bounded audit?
ReScience C
A Fortran77 reproduction report on Stokes drag for aggregates of spheres whose title marks a negative or unsuccessful reproduction.
Investigate Can the stated obstacle be localized to environment recovery, geometry input or a drag calculation on a simple reference case?
UCI Machine Learning Repository
Marine morphometrics for studying relationships between body measurements and growth indicators.
Investigate How does an abalone ring-count baseline change when sex is omitted and error is reported by size band?
CVXPY documentation
A guide to dual variables, transformations, problem arithmetic and canonical forms for convex optimization.
Investigate Do reported primal and dual variables satisfy independently computed feasibility and complementary-slackness checks on small convex problems?
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?
Recorded license evidence is scoped to each source; it is not a blanket permission or a verification result.