Chem Math· Math-for-Chemists Hub
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The maths behind your chemistry degree — taught by the chemistry that needs it

Every topic is ordered like a maths course but framed by where you actually meet it: logs for pH, differentiation for reaction rates, matrices for quantum. Start with the fully interactive differentiation lesson, then explore the rest of the map.

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Chapter 1Mathematical Foundations

Units, SI & Dimensional Analysis

Carrying units through every calculation

SI base units, prefixes and the unit-factor method that turns 'which number do I multiply?' into bookkeeping you can trust.

Gen ChemAnalytical
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Chapter 1Mathematical Foundations

Significant Figures & Rounding

How many digits actually mean something

Sig-fig rules for each operation, rounding conventions, and why your answer can't be more precise than your data.

Gen ChemAnalytical
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Chapter 1Mathematical Foundations

Ratios, Proportion & Percentages

Scaling, dilutions and composition

Direct and inverse proportion, percentage composition, and the dilution factor — the arithmetic of the whole wet lab.

Gen ChemAnalytical
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Chapter 1Mathematical Foundations

Logarithms & Exponentials

The maths behind pH, decay and rate constants

Logs turn multiplication into addition and compress huge ranges — exactly what pH, absorbance and Arrhenius need. Fully interactive.

Gen ChemAnalyticalThermo / Kinetics
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Chapter 1Mathematical Foundations

Sum & Product Notation (Σ, Π)

Reading sigma and pi like a chemist

Compact notation for sums and products that appears the moment you meet partition functions, averages and equilibria.

Thermo / KineticsQuantum
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Chapter 2Algebra & Functions

Rearranging Equations

Make any symbol the subject

The single most-used skill in chemistry: confidently solving a formula for the quantity you actually want.

Gen ChemOrganicAnalytical+2
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Chapter 2Algebra & Functions

Indices, Powers & Roots

The rules of exponents

Multiplying, dividing and nesting powers — including fractional and negative indices that show up in rate laws and equilibrium expressions.

Gen ChemThermo / Kinetics
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Chapter 2Algebra & Functions

Quadratics & Equilibria

ICE tables and the quadratic formula

When the small-x approximation breaks, equilibrium problems become quadratics. Here's how to solve them cleanly and pick the valid root.

Gen ChemAnalytical
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Chapter 2Algebra & Functions

Simultaneous Equations

Solving several unknowns at once

Substitution and elimination for systems of equations — the engine behind Hess's-law cycles and multi-component mixtures.

Gen ChemAnalytical
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Chapter 2Algebra & Functions

Straight-Line Graphs & Linearization

y = mx + c, and how to force data onto it

Gradient and intercept, and the chemist's trick of transforming curves (logs, reciprocals) into straight lines you can fit by eye.

Gen ChemAnalyticalThermo / Kinetics
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Chapter 2Algebra & Functions

Partial Fractions

Splitting awkward fractions apart

Breaking a ratio of polynomials into simple pieces — the key that unlocks integrating second-order rate laws.

Thermo / Kinetics
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Chapter 3Geometry & Trigonometry

Geometry: Area, Volume & Molecular Shape

From beakers to bond angles

Areas and volumes of the shapes chemistry actually uses, plus the geometry of tetrahedra and octahedra behind VSEPR.

Gen ChemOrganic
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Chapter 3Geometry & Trigonometry

Trigonometry & Radians

Angles, waves and the unit circle

Bond angles, diffraction and every wave in chemistry speak trigonometry — and they speak it in radians.

OrganicQuantum
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Chapter 3Geometry & Trigonometry

Polar & Spherical Coordinates

Describing orbitals in (r, θ, φ)

Atomic orbitals are naturally round, so they're described in polar and spherical coordinates, not x–y–z.

Quantum
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Chapter 4Limits & Differentiation

Limits & Continuity

What happens as you approach a value

The idea of a limit underpins every derivative and integral — and explains behaviour 'at infinite dilution' or 'as t → ∞'.

Thermo / KineticsQuantum
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Chapter 4Limits & Differentiation

Differentiation & Rates of Change

The slope of a curve is a reaction rate

Drag a tangent along a concentration–time curve and watch the instantaneous rate appear. The single most useful idea in physical chemistry, built from the ground up.

Thermo / KineticsQuantum
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Chapter 4Limits & Differentiation

Chain, Product & Quotient Rules

Differentiating the functions chemistry throws at you

The three rules for differentiating combinations of functions — essential once exponentials and composite expressions appear.

Thermo / KineticsQuantum
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Chapter 4Limits & Differentiation

Stationary Points & Optimization

Finding maxima, minima and transition states

Set the derivative to zero to locate peaks and troughs — the maths of equilibrium geometries and reaction-energy profiles.

Thermo / KineticsQuantum
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Chapter 4Limits & Differentiation

Partial Derivatives

Changing one variable at a time

Thermodynamics lives on surfaces of many variables; partial derivatives let you hold the rest fixed and vary just one.

Thermo / KineticsQuantum
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Chapter 5Integration

Integration, Area & Triple Integrals

Adding up infinitesimal slices — in 1D and 3D

Watch rectangles shrink into the exact area under a curve, see why that area is the integrated rate law and p–V work, then take it to 3D with the triple integral that normalises a wavefunction. Fully interactive.

Thermo / KineticsAnalyticalQuantum
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Chapter 5Integration

Integration Techniques

Substitution and integration by parts

The two work-horse methods for integrals that don't yield to standard forms — needed throughout kinetics and quantum.

Thermo / KineticsQuantum
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Chapter 5Integration

Definite Integrals in Chemistry

Work, normalization and expectation values

Putting integration to work: the area that is p–V work, the condition that normalises a wavefunction, and average values in quantum mechanics.

Thermo / KineticsQuantum
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Chapter 6Differential Equations

First-Order Differential Equations

Separating variables to find rate laws

The reason e^{−kt} appears everywhere: solving d[A]/dt = −k[A] by separating the variables and integrating.

Thermo / Kinetics
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Chapter 6Differential Equations

Second-Order Differential Equations

Oscillators and the Schrödinger equation

Equations with a second derivative describe vibrations and the particle-in-a-box — the gateway to quantum mechanics.

QuantumThermo / Kinetics
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Chapter 7Series & Approximations

Sequences & Series

Adding up infinitely many terms

Arithmetic, geometric and infinite series — the maths that sums a partition function and an energy-level ladder.

Thermo / KineticsQuantum
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Chapter 7Series & Approximations

Taylor & Maclaurin Series

Turning any function into a polynomial

Approximate eˣ, ln(1+x) and more as polynomials — the basis of nearly every 'for small x…' simplification in physical chemistry.

Thermo / KineticsQuantum
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Chapter 7Series & Approximations

Binomial & Small-x Approximations

(1 + x)ⁿ ≈ 1 + nx

The approximation that justifies the equilibrium 'small-x' shortcut and the Debye–Hückel limiting law.

Gen ChemThermo / Kinetics
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Chapter 8Vectors

Vectors, Dot & Cross Products

Direction matters

Dipole moments, lattice vectors and angular momentum are all vectors — quantities with both size and direction.

QuantumOrganic
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Chapter 9Complex Numbers

Complex Numbers & the Argand Plane

Where i = √−1 earns its keep

Drag a point around the Argand plane and watch Euler's formula e^{iθ} = cos θ + i sin θ tie rotation, waves and wavefunctions together. Fully interactive.

QuantumAnalytical
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Chapter 10Matrices & Linear Algebra

Matrices, Determinants & Inverses

The algebra of arrays

Adding, multiplying and inverting matrices — the bookkeeping that represents symmetry operations and linear transformations.

Quantum
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Chapter 10Matrices & Linear Algebra

Eigenvalues & Eigenvectors

The heart of quantum chemistry

Build a Hückel matrix and solve for its eigenvalues to get molecular-orbital energies — diagonalization is what computational chemistry does. Fully interactive.

Quantum
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Chapter 11Probability & Statistics

Errors & Propagation of Uncertainty

How uncertainty travels through a calculation

Absolute vs relative error and the rules for combining uncertainties — so your final result carries an honest ± value.

AnalyticalGen Chem
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Chapter 11Probability & Statistics

Mean, Standard Deviation & Variance

Describing a set of repeats

The summary statistics behind every repeated measurement — mean, spread, and the difference between sample and population.

Analytical
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Chapter 11Probability & Statistics

The Normal Distribution & Peak Shapes

Bell curves, from error to spectroscopy

The Gaussian describes random error, the Maxwell–Boltzmann speed spread and the shape of a spectroscopic peak.

AnalyticalQuantum
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Chapter 11Probability & Statistics

Linear Regression & Calibration

The best straight line through your data

Drag real calibration points and watch least-squares find the best-fit line, R², and the unknown concentration. Fully interactive.

Analytical
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Chapter 11Probability & Statistics

Statistical Tests (t, Q & F)

Is the difference real?

Confidence intervals and the t-, Q- and F-tests that decide whether results agree, whether to reject an outlier, and whether two methods differ.

Analytical
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Chapter 11Probability & Statistics

Probability & Boltzmann Statistics

Counting microstates

Basic probability and combinatorics lead to the Boltzmann distribution — how energy spreads over states and why entropy is k ln W.

Thermo / KineticsQuantum
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