Model Perspective

Aug 25, 2024 · Fundamentals

How to Model Without Data: Leveraging Mechanism Analysis in Complex Systems

This article explains how mechanism analysis—building models from first‑principles and system physics—enables effective mathematical modeling across fields such as epidemiology, air‑pollution, traffic flow, and finance even when reliable data are scarce or unavailable.