Applications
Where the methods apply
The same quantitative foundation serves different domains. The areas below are where PhyAnalytics directs its work; examples are linked where a study exists.
- 01 /
Physical Systems
Physics-informed modelling and quantitative analysis of real systems: heat transfer, mechanics, electrical and energy-conversion devices, and nuclear processes. Typical questions: which parameters control the behaviour, how well do the data constrain them, and how far can the model be trusted outside the measured range?
- 02 /
Scientific Research
Numerical and computational investigation of physical problems: simulation codes, calibration of theoretical models against experimental data, and uncertainty quantification for predictions at the edge of what has been measured.
- 03 /
Physical Industry
Systems where physical understanding and reliability matter, and where data are often sparse or noisy:
- Energy. Performance diagnostics for solar generation; separating faults from weather. See CASE / 001.
- Power grids. Load and generation forecasts with intervals, for decisions under uncertainty.
- Water. Calibrated models of flow and storage from limited monitoring data.
- Mining and materials. Physical models of processes and equipment, combined with sensor data to detect abnormal behaviour.
Grid, water and mining are directions of work; no client studies are published yet.
- 04 /
Education and Assessment
Physics assessment with worked solutions and topic-level performance analysis. Scores are reported with intervals, because a topic tested by a few questions gives an uncertain estimate, and the feedback says so.