Resources
STOCHASTICA Industry Consultation Report
14 Sep 2026
STOCHASTICA has brought together stakeholders from academia, industry, research, and government to discuss stochastic modelling applications in fields like climate science, epidemiology, machine learning, and finance.
Key Findings from Stakeholder Feedback Report :
- Shared Challenges: Across all fields, users face the same core obstacles in prediction, data assimilation, parameter estimation, and uncertainty quantification.
- Methodology Gap: There is a high demand for tools that bridge rigorous mathematical foundations with practical, computationally accessible applications.
- The Toolbox Concept: Stakeholders highly support creating a shared STOCHASTICA toolbox to easily transfer methods between different scientific disciplines.
- Essential Features: To be effective, the toolbox must include benchmark problems, case studies, clear documentation, interactive training, and an AI-assisted interface for guided method selection.
Read the report in full below: