Research, software, data and methods. Inspect the context, compare your options, and take a useful next step.
Upstream project repository
Multidimensional array operations and numerical linear algebra for scientific Python.
Investigate How do sequential and pairwise array reductions behave on cancellation-heavy inputs?
Upstream project repository
Numerical routines for integration, differential equations, optimization, transforms, and statistical analysis.
Investigate Which declared tolerances are attained by adaptive quadrature on a fixed family of endpoint-singular integrals?
ReScience C
A replication of piecewise parametric cubic curve fitting, useful for studying how a geometric approximation is constructed and checked.
Investigate Can the fitting procedure meet a fixed geometric error tolerance on evaluator-generated curves with different curvature?
ReScience C
A replication of learning-based PDE solvers with convergence guarantees as the target topic.
Investigate On an evaluator-chosen PDE with an analytic solution, does the observed residual contract over a fixed iteration budget?
ReScience C
A replication about the numerical influence of the derivative convention for ReLU at zero during backpropagation.
Investigate On a controlled network with exact-zero activations, how do alternative zero-derivative conventions change gradients and subsequent updates?
ReScience C
A Julia replication about principal components of natural images.
Investigate How do the leading subspaces change when centering and scaling choices are varied explicitly?
ReScience C
A C replication about computing volumes of polytopes.
Investigate Can the implementation recover known simplex and box volumes across controlled coordinate scales?
ReScience
A replication of weighted Voronoi stippling, a geometric method for distributing sample points according to image intensity.
Investigate How closely do generated stipple densities match evaluator-defined synthetic intensity maps at fixed point counts?
ReScience C
A FORTRAN77 reproduction report on the Gifa V.4 NMR data-processing package.
Investigate Can a bounded recovered processing step preserve known peak locations and amplitudes in evaluator-generated signals?
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
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 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?
Recorded license evidence is scoped to each source; it is not a blanket permission or a verification result.