Wellbore Genius
AI fit vs the physics equations, side by side
Paste one dataset and pick the column you measured. The AI Studio fit, a deliberately physics-free control fit and every manual equation that your columns can feed are all fitted on exactly the same rows and scored the same way — so the R² numbers are directly comparable rather than each page quoting its own.
Your dataset
CSV, tab- or semicolon-separated, one row per well, test or time step. Headers like perm_md, viscosity_cp, drawdown_psi or oil_rate_bopd are read as physical quantities in field units. Text columns such as a well name must be removed first.
Paste a header row plus at least three numeric rows. The worked example is illustrative, not measured operator data.
Train and publish a model on AI Studio, or judge the equations as written — no fitting at all — on the physics check page.