probabilistic-analysis

RAVEN is a flexible and multi-purpose probabilistic risk analysis, validation and uncertainty quantification, parameter optimization, model reduction and data knowledge-discovering framework.

Structural Fire Engineering - Probabilistic Reliability Assessment

Probabilistic stability analysis of gabion retaining walls — FOSM, HL-FOSM, FORM (Nataf), Monte Carlo — plus a structured LLM benchmark: 14 documented failure modes tested against 2 production models. For geotechnical engineers and AI evaluation researchers.

Software of the experiments reported in the SIGIR 2018 paper "Should I Follow the Crowd? A Probabilistic Analysis of the Effectiveness of Popularity in Recommender Systems"

MATLAB framework for probabilistic S-N curve generation and ML-based fatigue life classification, using L-moments for parameter estimation from small samples.