• A general form of the Two-Stream Equations better lends itself to physical interpretation than the standard form. • Numerically-optimized coupling coefficients reproduce shortwave reflectance and transmittance accurate to within 10 −4. • These optimized coefficients explain the accuracy regimes of existing two-stream closures.