Research, software, data and methods. Inspect the context, compare your options, and take a useful next step.
ReScience C
An R replication about plankton coexistence, species oscillations and chaotic ecological dynamics.
Investigate How do species persistence and oscillation summaries change with solver tolerance and initial populations?
ReScience C
A replication of replay-based continual learning with vision transformers, relevant to evaluating retention across sequential tasks.
Investigate At a fixed replay-memory budget, how sensitive are retention measurements to task order?
ReScience C
A Julia replication of chaotic dynamics in a three-species food-chain model.
Investigate Which finite-time trajectory and invariant summaries remain stable under step-size refinement?
ReScience C
A Python/Brian 2 replication of a basal-amygdala network model addressing context-dependent fear and extinction memories.
Investigate How sensitive is a prespecified model response contrast to integration resolution and network seed?
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 reproduction report about evapotranspiration and boreal wildfires, associated with the Ten Years Reproducibility Challenge.
Investigate Which reported statistic can be reconstructed from explicitly versioned, rights-cleared inputs and a documented R environment?
ReScience C
A replication concerning Bayesian transfer learning with informative priors.
Investigate How sensitive are posterior predictive errors to a deliberately misspecified prior under a fixed transfer-data budget?
ReScience C
A replication about reinforcement-learning-based program debloating and its relationship to unit tests and reduction procedures.
Investigate For a benign evaluator-authored toy program, how much reduction is possible without violating a held-out behavioral test suite?
ReScience
A replication of a pituitary-cell conductance model, with uncertainty quantification identified in source keywords.
Investigate Which bursting summary is robust to a prespecified parameter-uncertainty grid and solver refinement?
ReScience C
A replication about automated teaching formulated as planning in a partially observable decision process.
Investigate Can a bounded planner match an exact small-state reference on a fixed teaching objective?
ReScience C
A replication of an agent-based problem-solving model comparing groups with different ability and diversity compositions.
Investigate How often does each group-selection rule perform best across evaluator-generated landscapes and fixed random seeds?
ReScience C
A replication about Hamiltonian generative networks for learning dynamical structure.
Investigate How does long-horizon energy drift compare with trajectory error on a small analytic mechanical system?
Recorded license evidence is scoped to each source; it is not a blanket permission or a verification result.