Wellbore Genius
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Validation coverage

Current proof level for every physics module, the next rung, and the exact evidence gaps that must close before a badge can be raised. We lead with the honest count so a reviewer does not have to dig for it.

Modules tracked
30
Field-validated
1
Benchmarked
6
Research / analytical
23
fracture-mechanics
Cell-Pseudo-3D + Planar-3D Newton step against Sneddon + KGD/PKN analytics.
Benchmarked
Error band: 0.11 log-units (KGD width @ wellbore) · n = 3
Next target:
Field-validated
Gaps to close
  • Basin coverage has 1 basin(s); 3 required
fluid-solid-coupling
Fully-coupled Newton-Raphson is the DEFAULT live path; explicit split kept as regression reference.
Benchmarked
Error band: 0.13 log-units (PKN length, [0.5, 1] s window) · n = 3
Next target:
Field-validated
Gaps to close
  • Basin coverage has 1 basin(s); 3 required
  • At least one named field campaign reference is required
leak-off
Carter √t + kernel-coupled PDL + filter-cake + two-phase α_s throttle.
Benchmarked
Error band: 7.2e-8 log-units (carter-falloff, mass-balance recovery) · n = 1
Next target:
Field-validated
Gaps to close
  • Error band has only 1 case(s); 3 required
  • Basin coverage has 1 basin(s); 3 required
  • At least one named field campaign reference is required
proppant-transport
Single-phase + Eulerian-Granular two-phase scaffold; wellbore proppant cascade is a preview, not field-validated.
Research
Next target:
Analytical
simulator-backend
Research-grade — validation in progress.
Research
Next target:
Analytical
Gaps to close
  • Validity envelope is missing
coupling-direction
Research-grade — validation in progress.
Research
Next target:
Analytical
Gaps to close
  • Validity envelope is missing
wellbore-flow
Steady hydrostatic + Swamee-Jain friction + opt-in transient drift-flux with DAK Z(p,T).
Benchmarked
Error band: 35 psi BHP vs gauge log (single-phase, n=2 wells) · n = 2
Next target:
Field-validated
Gaps to close
  • Error band has only 2 case(s); 3 required
perf-erosion-clearance
Research-grade — validation in progress.
Research
Next target:
Analytical
Gaps to close
  • Validity envelope is missing
parent-child-interference
Analytical screening (log-radial Δp + Eaton Δσ_h + asymmetry) + microseismic ingest.
Field-validated
Error band: 18 % asymmetry vs microseismic-fit drainage radius (n=4 pads) · n = 4
Next target:At highest earned level
poroelastic-depletion
Geertsma 2-D + 3-D Mindlin layered + thermo-poroelastic + runtime stress-coupled propagation.
Benchmarked
Error band: 8 ° azimuth shift vs paired probe-point evaluator · n = 466
Next target:
Field-validated
Gaps to close
  • At least one named field campaign reference is required
thermo-mechanical-hydraulic
Phase 9 T-M-H 3-D voxel: implicit T → P → σ_h with bench-aware E′/α and convective transport.
Benchmarked
Error band: 0.5 % mass-balance (worst, FI scenarios) · n = 16
Next target:
Field-validated
Gaps to close
  • Basin coverage has 1 basin(s); 3 required
  • At least one named field campaign reference is required
non-planar-3d
Non-planar tip kinking + NF branching ship with unit-level drift-guards only — no published error band against measured geometry.
Research
Next target:
Analytical
ufm-fully-3d
Research-grade — validation in progress.
Research
Next target:
Analytical
Gaps to close
  • Validity envelope is missing
fleet-cohort-drivers
Research-grade — validation in progress.
Research
Next target:
Analytical
Gaps to close
  • Validity envelope is missing
autopilot-closed-loop
Research-grade — validation in progress.
Research
Next target:
Analytical
Gaps to close
  • Validity envelope is missing
multi-pad-coordination
Research-grade — validation in progress.
Research
Next target:
Analytical
Gaps to close
  • Validity envelope is missing
co2-injection-physics
Research-grade — validation in progress.
Research
Next target:
Analytical
Gaps to close
  • Validity envelope is missing
auto-rta-surveillance
Research-grade — validation in progress.
Research
Next target:
Analytical
Gaps to close
  • Validity envelope is missing
surface-network-solver
Research-grade — validation in progress.
Research
Next target:
Analytical
Gaps to close
  • Validity envelope is missing
frac-boundary-conditions
Research-grade — validation in progress.
Research
Next target:
Analytical
Gaps to close
  • Validity envelope is missing
state-spec-flash
Research-grade — validation in progress.
Research
Next target:
Analytical
Gaps to close
  • Validity envelope is missing
flow-diagnostics
Research-grade — validation in progress.
Research
Next target:
Analytical
Gaps to close
  • Validity envelope is missing
fdi-bidirectional-loop
Research-grade — validation in progress.
Research
Next target:
Analytical
Gaps to close
  • Validity envelope is missing
edfm-minc
Research-grade — validation in progress.
Research
Next target:
Analytical
Gaps to close
  • Validity envelope is missing
metamorphic-verification
Research-grade — validation in progress.
Research
Next target:
Analytical
Gaps to close
  • Validity envelope is missing
pgd-no-surrogate
Research-grade — validation in progress.
Research
Next target:
Analytical
Gaps to close
  • Validity envelope is missing
stage-parallel-relaxation
Research-grade — validation in progress.
Research
Next target:
Analytical
Gaps to close
  • Validity envelope is missing
depletion-coupling-field
Research-grade — validation in progress.
Research
Next target:
Analytical
Gaps to close
  • Validity envelope is missing
fiber-das-dts-forward
Research-grade — validation in progress.
Research
Next target:
Analytical
Gaps to close
  • Validity envelope is missing
edfm-invariants
Research-grade — validation in progress.
Research
Next target:
Analytical
Gaps to close
  • Validity envelope is missing