abc-smc

A worked example of approximate Bayesian computation in R

An MSc dissertation project to apply ABC SMC on a zebrafish spinal cord regeneration process

A research framework for automated white‑box scientific model discovery: it treats an LLM as a hypothesis generator, validates and compiles proposed executable mathematical models, fits their parameters with simulation‑based inference (ABC‑SMC), and evaluates/replaces models using held‑out checks and diagnostic pipelines.

A Julia package implementing some Bayesian ABC methods

Domain-driven C++20 agent-based simulator of BRCA1-mutant tumor initiation, calibrated against clinical penetrance data via ABC-SMC Bayesian inference.

Integrated Bayesian Predictive Maintenance (IBPdM) is a reproducible research software implementation for integrating MTBF Bayesian inference, MTTR likelihood-free simulation and inference, preventive-maintenance optimization decision managament, and machine learning model validation governance for airport terminal electronic equipment.