math

exponential growth

A process where a quantity increases at a rate proportional to its current value.
23 related articles

Description

Exponential growth describes a process where a quantity increases by a factor proportional to its current size — the bigger it gets, the faster it grows. In physics, this behavior appears in contexts as diverse as the early universe's inflationary expansion, the cascade of particle interactions, and the amplification of small perturbations in chaotic systems. It is the mathematical signature of a system that is 'runaway' — once started, it quickly dominates over any linear or polynomial change.

History

The concept was formalized by Leonhard Euler in the 18th century through his work on the number e, though the underlying idea of proportional growth dates back to earlier studies of compound interest.

How it works

The defining equation is dN/dt = rN, where N is the quantity and r is a constant growth rate. The solution is N(t) = N₀ e^(rt), meaning the quantity multiplies by a fixed factor every constant time interval. In physics, this arises whenever the rate of a process is proportional to the amount of 'stuff' already present — for example, photons stimulating more photons in a laser, or cosmic expansion accelerating due to dark energy.

In practice

Used to model population dynamics, nuclear chain reactions, laser gain, and the inflationary expansion of the universe in cosmology.

Fun fact

In a nuclear chain reaction, the time between successive generations of fissions can be less than a nanosecond, meaning exponential growth can release enormous energy in a fraction of a second.

Related articles · 23

Statistical Mech2026-07-301 minarXiv:2607.28172express
Avalanche of Cells: The Critical Edge
On a steep mountain slope, a single falling rock sometimes triggers an avalanche, and sometimes gets stuck. It all depends on the state of the slope.
General Relativity2026-07-292 minarXiv:2607.27344express
A Universe Without Clocks: Time from Geometry
Clocks in the Universe are tricky things. Usually, in calculations of the birth of the world, a special scalar field plays the role of a clock — something like an invisible fluid filling all of space. It ticks, and physicists watch how the world changes relative to that ticking. But these clocks are man-made, introduced for convenience. The authors of the new work took a different path.
Biological Physics2026-07-292 minarXiv:2607.27402express
Life at the Pencil's Tip: How Simple Rules Give Rise to Cells
In 1970, mathematician John Conway invented the Game of Life — a cellular field where just three rules generate surprisingly complex patterns. Forty years later, SmoothLife appeared: a version where space is no longer cellular but smooth, like a blurred patch. The authors of the new study took an even simpler variant of this continuous game: now everything changes smoothly in time as well.
Quantum Physics2026-07-101 minarXiv:2607.09875express
Quantum Dance of Entanglement and Magic
A quantum computer relies on two forces: entanglement (particles behaving as a single whole) and "magic"—a measure of how far a state is from familiar classical physics. But how these two resources relate as a many-particle system evolves in time has remained a puzzle. The authors approached the problem through time.
Celestial Mechanics of Cells: How Curvature Dictates Size
Forget the flat sheet: embryonic tissue is a dynamic landscape of hills and folds. On convexities, cells stretch; in concavities, they compress, as if performing a dance governed by laws eerily similar to spacetime curvature.
math.CV2026-07-013 minarXiv:2607.01142
Frosted Pattern: When Growth Leaps Forward
The frost pattern on a windowpane doesn't spread uniformly: it sprouts branches, captures new areas, sometimes sealing off voids. This growth is not a smooth expansion but a series of leaps. This image resonates surprisingly with a mathematical model devised by Charles Loewner a century ago.
The Cosmic Resonator: How Expansion Amplifies Gravitational Waves
In the first moments after the Big Bang, the Universe was not a silent void but a seething cauldron of plasma, threaded with sound waves. As the temperature dropped, the cosmos underwent phase transitions — spontaneous reorganizations that gave birth to bubbles of a new phase.
Biological Physics2026-06-172 minarXiv:2606.19066express
The Fire That Kindled Our Minds
A living organism is a machine that constantly channels energy through itself and converts it into heat. This internal cycle is called internal entropy production (a measure of energy dissipation). But about 2.5 million years ago, our ancestors switched on a second loop — an external one. They picked up a sharpened stone, and then a burning branch.
HEP Theory2026-06-102 minarXiv:2606.12549express
Inflation's Second Act: How a Light Particle Rewrites the Universe's Beginning
Inflation is the ultra-fast expansion of the universe in its first moments. It was driven by a field resembling a ball rolling down a hill. But there could have been a second, almost imperceptible ball nearby. The authors of this work considered exactly that scenario: a light spectator field (the axion), frozen at the top of its potential.
Quantum Physics2026-05-292 minarXiv:2605.31442express
Quantum Roulette with a Winning Ticket
Imagine a library where instead of books, you have every conceivable combination of a few dozen quantum particles. The number of combinations grows like a snowball: add one particle, and the volume doubles. For fifty particles, there are more shelves than atoms in the visible universe.
Universes in Wine Glasses: How Wormholes Reconciled the Irreconcilable
Cosmology has long sought a loophole behind the Big Bang. Inflation, proposed by Alan Guth, stretches and smooths out primordial inhomogeneities, but what lit the fuse itself?
Quantum Physics2026-05-053 minarXiv:2605.03807express
Almost Orthogonal Worlds
Toss a dozen coins on a table. The number of heads-and-tails combinations is just over a thousand. For two dozen coins, it's already a million. The number grows as 2 to the power of the number of coins, and that's fast. But quantum systems are far richer. Each particle here is not a coin with two sides but an arrow that can point in any direction.
Cosmology2026-04-301 minarXiv:2604.27771express
The Universe's Size and Expansion Are Uncertain
The Universe is like an inflating balloon. Quantum mechanics forbids measuring exactly how big it is and how fast it's inflating at the same time. This principle permeates the cosmos: a new equation states that the Universe's expansion and its size are linked by a fundamental uncertainty.
General Relativity2026-04-282 minarXiv:2604.25223express
When a Weak Voice Outshouts a Loud One
Drop a stone into a pond — ripples spread across the water. The most visible ripple comes from the strongest splash. That's roughly how physicists picture the growth of perturbations around a black hole: if a system has an instability, its 'loudest' component, the one that grows fastest, should show up first.
Statistical Mech2026-04-251 minarXiv:2604.23346express
Measurement changes the rules of the game
Tiny magnets on a lattice, the classic Ising model, are usually described by how neighbors influence each other. But what happens when the system is closely watched? Each measurement of a coupling energy is like a gaze that forces the magnets to 'decide' their state.
HEP Theory2026-04-211 minarXiv:2604.19836express
Cosmic Deck: How Shuffling Numbers Creates the Universe
To understand how the universe emerged from the Big Bang, physicists look to Georges Lemaître's idea of expansion, which rests on the laws of Hendrik Lorentz. One daring approach replaces elementary particles with giant tables of numbers — as if instead of the usual roulette balls, you use numbered cards.
Quantum Physics2026-04-192 minarXiv:2604.17262express
A Gradient That Hears a Whisper
A fisherman casts a net into a quiet backwater. The longer the rope, the weaker he feels the faintest nibble — the wave fades along the way. But what if the signal didn't die out but grew stronger? That's roughly the trick described by the authors of a study on an ensemble of particles placed in a field with a special 'stepped' force gradient.
General Relativity2026-04-181 minarXiv:2604.17017express
The Universe Was Speeding Up — Now It's Slowing Down
Imagine inflating a balloon. At first, it expands slowly; then someone gives a sharp blast of air, and it swells faster. But as the airflow weakens, the balloon's growth slows again. According to a new study, the Universe has behaved much the same way: after the Big Bang, it expanded, then suddenly accelerated, and now that acceleration is fading.
Quantum Physics2026-04-081 minarXiv:2604.07418express
Why Quantum Chances Are Always Squared
Before measurement, a quantum object lives in a world of possibilities, where wave amplitudes add up like sound waves in a studio before pressing the “record” button. Crests amplify each other, troughs cancel out.
Quantum Physics2026-03-251 minarXiv:2603.24522express
Quantum Leap to Calm
In the quantum world, the path to calm sometimes resembles a paradoxical race: starting further from the finish, the system reaches equilibrium faster. This effect, a quantum analog of the Mpemba phenomenon, is due to the rapid growth of entropy — a measure of disorder.
General Relativity2026-02-252 minarXiv:2602.21642express
Turning Back Time: How Dark Energy Saves the Universe from Collapse
For a long time, cosmologists could not peer beyond the starting point — the infinitely dense singularity of the Big Bang, where the equations of general relativity by Einstein lose their predictive power.
Quantum Physics2026-01-251 minarXiv:2601.17686express
Quantum Leap Through the Black Hole of Computation
Finding the largest group of strangers among a crowd is a challenge that pops up in logistics, chemistry, and scheduling. Ordinary computers hit a black hole here: not from lack of power, but because the problem's structure swallows any classical solution. The new quantum algorithm sidesteps the trap.
Ulam's Billiard: Classical vs. Quantum
In 1961, Stanislaw Ulam proposed a simple model: a particle bounces between a fixed wall and a wall that oscillates according to a piecewise-linear law. It seemed like just another billiard. But behind this simplicity lay a question that troubled physicists for decades: can the particle accelerate to infinity? The answer turned out to be paradoxical. In the classical version, almost never.