Collaborative Research: III: Small: Physics-Informed Probabilistic Forecasting for Risk-Based System Decisions in Small-Data Environments

Many safety-critical engineered systems must remain reliable and safe throughout their intended lifetime to support both public safety and economic stability. System diagnostics plays a vital role in predicting future conditions and guide decisions to prevent unexpected failures or mitigate impacts. However, the existing forecasting methods often…