Use this matrix operation to transform, inspect, serialize, or decompose a rectangular numeric array with known dimensions and mathematical assumptions.

Matrix

Required list input.

Scalar

Required number input.

Multiply every numeric matrix entry by a scalar. The tool evaluates the supplied inputs together and returns the named outputs below; it does not infer omitted operating conditions or change the units shown.^[1]

Scaled matrix

The resulting scaled matrix returned as a list.

• Dimension compatibility, numeric conditioning, symmetry, positive definiteness, rank, scaling, tolerance, and floating-point precision affect matrix results. Serialization formats may lose types or precision.
• Use finite inputs in the displayed units and preserve more precision than the final presentation requires. Independently verify safety-critical, financial, compliance, or production decisions.

Check dimensions and prerequisites, compute reconstruction or residual error for decompositions, and compare ill-conditioned cases with a trusted numerical library.

• Matrix Multiplication

  Multiply two compatible matrices using the standard row-by-column dot products.

• Matrix Addition Calculator

  Add two equal-shaped numeric matrices.

• Matrix as CSV

  Convert a numeric matrix into comma-separated rows.