Resources

Numerical accuracy

The calculations in our apps: the policy each one is under, the precision it runs at, and the code itself.

This device: processor, memory, graphics The standard Precision is not robustness

  • 941 calculation policies
  • 6,917 calculations in 1,248 source files
  • 143 exact
  • 6,286 in 64-bit
  • 335 with a 32-bit step
  • 437 open items
  • Last reviewed

Calculation policies

A policy says how one family of calculations keeps its precision. Open one to see its calculations, by source file, and their code.

  • People movement and travel distance

    Works out how far the farthest point of each room is from an exit and simulates people walking out of or into the building, with times, queues and walked distances.

    • BimCraft
    64-bit, stated limit
    12 calculations in 2 files
    64-bit
  • Photo to sketch: outline fitting and scale

    Turns the outline of a flat part in a photo, or the lines of a pen drawing, into sketch lines, arcs and circles in millimeters.

    • PartCraft
    64-bit, stated limit
    9 calculations
    64-bit Open item
  • Picture backgrounds: scale, placement and print

    Sizes a picture placed under a drawing from two picked points and a distance, moves and turns it, places it in sheet views, and works out its size and matrix in a printed PDF.

    • BimCraft
    64-bit, stated limit
    15 calculations in 3 files
    64-bit Open item
  • Pipe and duct runs: layout, lengths and sizing

    Turns the pipe and duct lines a person draws into straight pieces, elbows, tees and reducers, measures their lengths and surface, and picks a pipe or duct size for a flow.

    • BimCraft
    64-bit, stated limit
    23 calculations in 3 files
    64-bit Open item
  • Pipe stress checks

    Turns a routed pipe run into a beam model, solves weight and thermal expansion, and checks sustained, expansion and occasional stresses against the allowables a person gives.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    11 calculations
    64-bit Open item
  • Pipe, duct and gas networks

    Heads, pressures, flows and velocities in a steady network of pipes, pumps and fittings.

    Every app 64-bit, stated limit
    9 calculations in 2 files
    64-bit Open item
  • Piping isometric drawing and its bill of materials

    Draws pipe runs as a 30 degree isometric with the length of every leg, elevations and a bill of materials, and writes the drawing as SVG or DXF.

    • BimCraft
    64-bit, stated limit
    8 calculations
    64-bit Open item
  • Piping network, pumps and compressors

    Works out the flows and pressures in a liquid or gas piping network with pumps and valves, the suction head available to a pump, and the head, power and surge margin of a compressor.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    11 calculations in 2 files
    64-bit Open item
  • Placing a model on the map

    Builds and reads the map conversion that places a model on a map grid, and re-expresses it in another coordinate system.

    • BimCraft
    64-bit, stated limit
    6 calculations
    64-bit
  • Placing and pasting elements in an IFC model

    Works out where a placed library item or a pasted copy sits in the file: its position and direction relative to the story, its shape in the file's unit, and its plan outline.

    • BimCraft
    64-bit, stated limit
    7 calculations in 2 files
    64-bit Open item
  • Placing scene trees and people

    Lists where trees and people can stand, scatters them over a region with a minimum spacing, and builds each one's placement matrix.

    • ModelCraft
    64-bit, stated limit
    7 calculations in 2 files
    64-bit
  • Plan as a vector PDF

    Chooses the scale a level's plan prints at and turns plan millimeters into positions on the sheet.

    • BimCraft
    64-bit, stated limit
    4 calculations
    64-bit
  • Plan sheets and plan-and-profile sheets as PDF

    Places the plan and the profile on paper at a stated scale and writes the page as a vector PDF.

    • CivilCraft
    64-bit, stated limit
    14 calculations in 2 files
    64-bit
  • Plan symbol positions

    Stores where a plan symbol sits and how it is turned, and moves symbols fixed to a wall when the wall moves.

    • BimCraft
    64-bit, stated limit
    3 calculations
    64-bit
  • Planar linkages (closed loops)

    The pose of four-bars, slider-cranks and other planar linkages, their sweep, velocity ratios, mobility and Grashof class.

    Every app 64-bit, stated limit
    9 calculations
    64-bit Open item
  • Plant equipment solids, capacity and placement

    Builds vessels, tanks, columns, pumps and exchangers of the Plant add-on from a few dimensions in millimeters, works out their capacity, and moves them to their place in the model.

    • BimCraft
    64-bit, stated limit
    11 calculations in 3 files
    64-bit Open item
  • Plant equipment written as an IFC file

    Writes the Plant add-on's equipment, with its solids and nozzle ports, as a standalone IFC4 file in millimeters.

    • BimCraft
    64-bit, stated limit
    4 calculations
    64-bit Open item
  • Plant sizes, spacing and symbols

    The height, spread, spacing and supplied sizes of each plant species, and the 2D symbol and library item made from them.

    • BimCraft
    • ModelCraft
    • CivilCraft
    64-bit, stated limit
    10 calculations
    64-bit
  • Plant symbols from SVG files and CAD blocks

    Turns an SVG drawing or a CAD block into a plant symbol kept in the project, and scales it to each plant's spread on the plan.

    • CivilCraft
    64-bit, stated limit
    3 calculations
    64-bit
  • Plate element for slabs and walls

    The stiffness of one four-node plate of a slab or wall, and the membrane forces, bending moments and shears inside it.

    • CadCraft
    • BimCraft
    • DetailCraft
    64-bit, stated limit
    12 calculations
    64-bit
  • Plotting: sheet scale, PDF, SVG and PNG output

    Scales the model onto paper and writes the sheet as a PDF, an SVG or a PNG.

    • CadCraft
    64-bit, stated limit
    13 calculations
    64-bit Open item
  • Point cloud slice and scan alignment

    Cuts a point cloud at a level's height for drawing over it, and finds the turn and the lift that set a scan square to the building and its floor on a level.

    • BimCraft
    64-bit, stated limit
    9 calculations
    64-bit
  • Points and heights picked in the 3D view

    Turns a click in the 3D tab into a point or a height in drawing units, and lays the 2D drawing on the ground as edges the 3D snaps use.

    • CadCraft
    64-bit, stated limit
    5 calculations
    64-bit
  • Power network: load current and voltage drop

    Joins lines, cable routes and equipment into a network and works out the current in every span and cable and the voltage drop at every node from each source.

    • CivilCraft
    64-bit, stated limit
    5 calculations
    64-bit
  • Process emissions (CO2 equivalent)

    Works out the CO2-equivalent emissions of vented and burned streams, fired heaters and electric units, per second and per year.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    4 calculations
    64-bit
  • Project objects exported as GIS layers

    Turns survey points, contours, alignments, pads, corridor lines, pipes and structures into GIS features with their attribute values, in grid coordinates.

    • CivilCraft
    64-bit, stated limit
    6 calculations
    64-bit
  • Project: stand-in ground, volumes and saved points

    Holds the project and the results derived from it: a flat stand-in ground for a road with no survey, cut and fill inside the daylight lines, and the points written to the project file.

    • CivilCraft
    64-bit, stated limit
    3 calculations
    64-bit
  • Properties in DWG and DXF: transparency, lineweights, dimension variables

    Converts transparency, lineweights and dimension style settings between the drawing's values and the whole-number or text forms DWG and DXF keep.

    • CadCraft
    64-bit, stated limit
    9 calculations
    64-bit
  • Property package and flashes

    Works out phase splits, bubble and dew points, enthalpy, entropy and volume of a mixture for the flowsheet and the calculators.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    18 calculations in 2 files
    64-bit Open item
  • Protection curves and grading

    Relay and fuse operating times, grading margins between devices, and the cable damage time.

    Every app 64-bit, stated limit
    6 calculations
    64-bit Open item
  • Pure-fluid properties from CoolProp

    Gives enthalpy, entropy, heat capacity, density and saturation values of a pure fluid, and builds a component from them.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    5 calculations
    64-bit Open item
  • Quadratic tetrahedron element matrices

    Works out the stiffness, mass, heat and load matrices of each 10-node tetrahedron used by the stress, vibration, heat and buckling studies on a tetrahedral mesh.

    • PartCraft
    64-bit, stated limit
    18 calculations in 2 files
    64-bit
  • Quantities handed to TakeoffCraft

    Lays the model's walls, openings, roofs, foundations, cabinets and devices as marks on scaled plan sheets inside a PDF, so TakeoffCraft measures every quantity from the marks.

    • BimCraft
    64-bit, stated limit
    8 calculations
    64-bit Open item
  • Quantity totals and schedules from IFC properties

    Adds up the quantities and number properties of IFC elements by group, lists rooms with their areas and volumes, and decides whether a property changed between two versions.

    • BimCraft
    64-bit, stated limit
    6 calculations in 4 files
    64-bit Open item
  • Railway cant, cant ramps and track quantities

    Works out equilibrium cant, cant deficiency and excess, the cant ramps and their gradients and rates, each rail's height along the line, the track cross section, and the quantities of rail, sleepers, ballast and sub-ballast.

    • CivilCraft
    64-bit, stated limit
    13 calculations
    64-bit Open item
  • Ramps: flights, landings and quantities

    Splits a ramp's rise into sloped flights with landings between them, and works out each flight's slope, length and volume.

    • BimCraft
    64-bit, stated limit
    5 calculations
    64-bit Open item
  • Random numbers and time distributions for material flow

    Draws the arrival, service, breakdown and repair times of a material flow run from a seeded random number generator.

    • ModelCraft
    64-bit, stated limit
    4 calculations
    64-bit
  • Reaction mechanisms in a closed vessel

    Reads a reaction mechanism file and follows the species concentrations and temperature of a closed, constant-volume vessel over time.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    8 calculations
    64-bit
  • Reactors

    Works out the outlet of conversion, equilibrium, plug-flow and stirred-tank reactors, with their heat duty.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    10 calculations
    64-bit
  • Redline package coordinates

    The positions written into a redline package that lists each markup on its sheet.

    • MarkupCraft
    64-bit, stated limit
    2 calculations
    64-bit
  • Reference geometry, sweep paths and extrude extents

    Finds points on edges for reference planes, axes and points, chains curves into a sweep path, and works out how far an extrude runs when it stops at a face, a vertex or the next face.

    • PartCraft
    64-bit, stated limit
    9 calculations
    64-bit
  • Regulation checks of rooms, doors, windows and outlets

    Works out what the model has for each rule of the active regulation pack: room area and least dimension, window area and openable area as a share of the floor, escape openings, egress door width, outlet spacing along the walls.

    • BimCraft
    64-bit, stated limit
    11 calculations in 2 files
    64-bit
  • Regulation limits read from the pack's tables

    Looks up the footing size, stud spacing and height, header span, joist and rafter span and wall insulation a regulation pack asks for, and compares the model with them.

    • BimCraft
    64-bit, stated limit
    10 calculations
    64-bit Open item
  • Reinforcing bars and the bending schedule

    Places the bars in a pad footing and works out their bends, cut lengths, counts and weights for the bending schedule.

    • DetailCraft
    64-bit, stated limit
    13 calculations
    64-bit Open item
  • Release, fire, explosion and toxic screening

    Works out how much escapes through a hole, how far fire radiation, blast overpressure and a toxic or flammable cloud reach, and the chance of harm from a dose.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    19 calculations in 3 files
    64-bit Open item
  • Relief valve sizing, depressuring and flare loads

    Works out the orifice area a relief valve needs for gas, liquid, steam or two-phase flow, the heat input from a fire, the back pressure in the outlet line and flare header, flare radiation distance and the pressure of a vessel as it is vented.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    17 calculations in 2 files
    64-bit Open item
  • Render hand-off manifest

    The camera, sun, lamps, materials, exposure and frame numbers written into the package that an outside render engine reads.

    • BimCraft
    • ModelCraft
    64-bit, stated limit
    8 calculations
    64-bit Open item
  • Replacement schedule and cost over the building's life

    Lists when each part of the building is replaced over a study period, what that costs with inflation and discounting, and how much embodied carbon the replacements add.

    • BimCraft
    64-bit, stated limit
    6 calculations in 2 files
    64-bit Open item

A policy is added only after its source was read. Each statement can be checked in the code shown on its page; the app repositories are public. When a release changes a calculation, its page says so until it has been read again.

The standard

  • 64-bit everywhere

    Every calculation runs in 64-bit floating point (IEEE 754 double precision), from the number you type to the number you read.

  • 15 digits, always

    A 64-bit number keeps any 15-digit value intact and takes 17 digits to write out in full. Our rule for every calculation: carry all 17 between steps, and order the arithmetic so that avoidable rounding never costs one of the first 15.

  • 32-bit gets a warning

    A 32-bit number keeps about 7 digits. Where a 32-bit step can reach a number you read, the calculation is flagged in the lists below, and the app will warn that the result can have less mathematical precision.

This device

The apps calculate in 64-bit on every device. Work handed to the graphics processor is the exception: browsers expose graphics processors as 32-bit calculators, which can provide less mathematical precision.

A browser reports a rounded or capped view of the machine, never a full inventory: it gives the number of processor threads (not the model), memory rounded down and capped at 8 GB (Chromium only), and one graphics adapter even when a machine has several. What the browser reports about graphics is a capability, not a measurement of the card. The size of a graphics card's memory bus (a 192-bit bus, for example) says how fast data moves, not how precisely it calculates. Most graphics cards can calculate in 64-bit natively, slowly, but WebGL and WebGPU do not offer it to web pages.

Approaches

Every policy takes one of five approaches to keeping its precision.

Exact values 8 policies
Constants and factors are held as exact fractions from their definitions. The arithmetic is ordered so that no rounded factor is ever used.
Exact predicates 1 policy
Coordinates are 64-bit. The yes-or-no decisions that shape the geometry (which side of a line, inside or outside a circle) are computed exactly, so rounding cannot flip one.
64-bit, direct 337 policies
Every value is a 64-bit number from input to result. Formulas are closed form or a direct solve, and every comparison uses a stated tolerance.
64-bit, stated limit 428 policies
The arithmetic is 64-bit, but the method or the data sets the accuracy: a solver tolerance, a mesh, a step size, a datum shift, a table. The limit is stated where the result is shown.
Display only 49 policies
Computed to draw the screen, often in 32-bit on the graphics processor. No number a person reads, saves or exports comes from it.
32-bit step, flagged 118 policies
One step stores or exchanges 32-bit values that reach a number a person reads. It is listed here with its open item, and the step is either moved to 64-bit or the app will warn where the number is read.

Precision is not robustness

Mathematical precision is how many digits a number keeps. Geometric robustness is whether a shape stays valid: every intersection found, every solid closed, every face joined to its neighbors. They are different properties, and a CAD system can have the first without the second.

Every geometric algorithm rests on yes-or-no questions. Is this point left or right of that line? Do these two edges cross? Is this point inside that circle? Each answer is the sign of a small expression. When three points are almost in line, the true value of that expression can be smaller than the rounding error of the arithmetic that computes it, and the sign comes out wrong. That happens at 15 digits as readily as at 7.

One wrong sign is not a small error in the last digit. It is a different decision: an intersection that is missed, two triangles that overlap, a face that points the wrong way, a solid with a gap in it. Every coordinate can be correct to 15 digits while the shape they describe is invalid.

A point C almost on the line from A to B. Magnified, C is a tiny distance to one side of the line. A B C C left or right?
C lies a rounding error away from the line through A and B. Which side it is on decides how the geometry is built.

What makes geometry robust

  • Exact predicates

    The yes-or-no questions are answered exactly. The fast 64-bit answer is used when it is safely away from zero. When it is not, the sign is computed again with as many digits as it takes.

  • Decide once

    A decision about a shape is recorded as topology, and every later step agrees with it. The same question is never asked twice with a chance of two answers.

  • Stated tolerances

    Where a tolerance is used it is written down, scaled to the size of the geometry and applied the same way everywhere.

  • Local origins

    Coordinates far from zero are moved to a local origin before the work, so the digits are spent on the geometry and not on the distance to the origin.

  • Valid by construction

    Algorithms whose result is guaranteed to be a closed solid, whatever the input, in place of ones that repair the result afterwards.

  • More than the language

    These choices matter more than the programming language. JavaScript, C++ and Rust all compute with the same 64-bit numbers: the same algorithm is as robust, or as fragile, in each.

Where our apps stand

The list on this page records both properties. Surface triangulation in CivilCraft and BimCraft uses exact predicates. Solid modeling in PartCraft runs on a kernel whose result is a closed solid by construction. The intersections in the CadCraft app use stated tolerances today, and exact tests for the near-parallel and near-tangent cases are an open item. Each policy says which approach it takes.