# Predictive Science **Domain:** Austin Research / Concepts **Doc Type:** Corpus analysis **Source basis:** Supplied research cluster with linked references; see the [[wiki/Austin Research Evidence Map|evidence map]] for verification scope. **Predictive Science** develops computational representations capable of making useful predictions with evidence about their reliability. In the Austin cluster it means more than generating a numerical output: observations, physical models, algorithms, uncertainty, and intended decisions must be connected. [[wiki/PECOS|PECOS]] supplies the institutional case. Experimental measurements constrain a model; verification and validation assess its calculation and physical adequacy; uncertainty qualifies the prediction. Revised experiments can then target what is still poorly known. This discipline underlies the master document’s idea of executable epistemology. Prediction becomes operationally consequential when it can arrive in time, expose limitations, and guide a decision whose result becomes the next observation. ## Connected entries [[wiki/PECOS|PECOS]] · [[wiki/Oden Institute|Oden Institute]] · [[wiki/Verification Validation and Uncertainty Quantification|Verification Validation and Uncertainty Quantification]] · [[wiki/Reduced-Order Modeling|Reduced-Order Modeling]] · [[wiki/State Estimation|State Estimation]] · [[wiki/Data Assimilation|Data Assimilation]] · [[wiki/Predictive Science Academic Alliance Program|Predictive Science Academic Alliance Program]] ## Sources and corpus context - [[research/The Austin Executable Loop|The Austin Executable Loop — master document]] - [Predictive Science Research Gets Major Boost Thanks to the Department of Energy](https://news.utexas.edu/2020/10/05/predictive-science-research-gets-major-boost-thanks-to-the-department-of-energy/) - [PECOS — Center for Predictive Engineering and Computational Sciences](https://pecos.oden.utexas.edu/about.html) - [Predictive Engineering and Computational Sciences](https://oden.utexas.edu/research/centers-and-groups/predictive-engineering-and-computational-sciences/) **Cluster:** [[wiki/Austin Executable Loop|Austin Executable Loop]] · [[wiki/Austin Research Evidence Map|Austin Research Evidence Map]]