method

cosmological simulation

A computational model that simulates the evolution of the universe on large scales.
42 related articles

Description

Cosmological simulations are computational models that recreate the evolution of the universe on large scales, from the Big Bang to the present day. They solve the equations of gravity and hydrodynamics for billions of particles, each representing a chunk of dark matter or gas, to see how cosmic structures like galaxies, clusters, and filaments emerge. These simulations are essential because the universe's evolution is too complex for analytical solutions — the interplay of gravity, expansion, and gas physics can only be explored numerically.

History

The first cosmological N-body simulations were performed in the 1970s by groups including Peebles and his collaborators, who simulated a few thousand particles to study galaxy clustering. The field grew rapidly with computing power, leading to the large 'Millennium' and 'Illustris' simulations in the 2000s and 2010s.

How it works

The simulation starts with a nearly uniform distribution of particles, seeded with tiny density fluctuations derived from observations of the cosmic microwave background. The code then steps forward in time, calculating gravitational forces between particles (often using tree or mesh methods for efficiency) and modeling gas dynamics, star formation, and feedback from supernovae and black holes. Modern simulations also include dark energy and neutrino physics, and some use machine learning to speed up the calculations or to emulate full simulations from smaller runs.

In practice

Cosmological simulations are used to interpret galaxy surveys, test models of dark matter and dark energy, and predict the distribution of matter for upcoming telescopes like Euclid or the Vera Rubin Observatory.

Fun fact

Some simulations now track the evolution of trillions of particles, and the data they produce can fill thousands of hard drives.

Concept graph →

Related articles · 42

Galaxies2026-08-302 minarXiv:2608.29893
Cosmic Census: Why Computers Can't See Galaxy Shapes
A census by body shape: that's one way to describe what astronomers did with 6348 massive galaxies. Instead of height and weight, they measured how concentrated the light is toward the center, how flattened the galaxy is, and how asymmetric its shape is. Then they ran the same measurements on galaxies from three computer models of the universe and compared the results.
Cosmology2026-08-041 minarXiv:2608.03739express
The Universe's Memory of Gravitational Waves
A gravitational wave from a black hole merger is like a bell tolling in the night. The loudness tells you how far away the source is. But to learn how fast the night itself, the cosmos, is expanding, you usually need a second signal: a flash of light or a catalog of galaxies. Both are rare to catch.
Cosmology2026-07-292 minarXiv:2607.27141express
Modeling the Boiling Cauldron of the Universe
The early universe was less like a calm pond and more like a boiling cauldron. Matter flowed, collided, and swirled against the backdrop of rapid spatial expansion. To understand how stars and galaxies emerged from this hot soup, physicists build digital simulations. This new work is the third part in a series on lattice-based cosmological modeling. The first two focused on fields; this one deals with fluids.
Instrumentation2026-07-292 minarXiv:2607.27320express
The Cosmic Web on a Neural Leash
In a dark room, music plays. Powder is scattered on the floor — fine, almost invisible. Low frequencies make it gather into intricate patterns: filaments, clumps, voids. In much the same way, gravity over billions of years weaves galaxies into the cosmic web — except here, attraction does the work instead of sound waves.
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.
Galaxies2026-07-283 minarXiv:2607.26125express
How Galactic Bars Change the Dance of Black Holes
A galaxy collision is like a slow dance in which two partners gradually draw closer. Hidden at the center of each is a supermassive black hole — an invisible flywheel with a mass of millions or billions of suns.
Cosmology2026-07-273 minarXiv:2607.24939
The Pulse of the Universe: How Oscillations in Galaxy Distribution Reveal Early-Universe Physics
The universe rang piercingly in its first moments. During the inflation epoch, when space expanded faster than light, energies were monstrous — trillions of times higher than in the Large Hadron Collider.
General Relativity2026-07-272 minarXiv:2607.25073express
How to Smooth Out Gravitational Waves from the Early Universe
In the first moments of its life, the universe resembled a boiling cauldron. Matter wasn't spread evenly — clumps and voids were brewing within it, and their violent motion gave rise to a trembling of space itself: gravitational waves.
Cosmology2026-07-203 minarXiv:2607.18369
Cosmic Collider: The Search for Invisible Particles in the Echo of the Big Bang
2.1 × 10⁻⁹ — that's the temperature variation across the sky, about the same as measuring ripples a fraction of a millimeter high on the ocean surface. This microscopic non-uniformity is imprinted in the cosmic microwave background and tells the story of the very beginning of time.
General Relativity2026-07-192 minarXiv:2607.17252express
How the newborn cosmos brewed helium
The first three minutes after the birth of the world are a cosmic kitchen where nature cooked the lightest atomic nuclei. The recipe is set by gravity: it controls the cooling rate of the hot 'broth' of particles. If gravity worked differently than we are used to, the dish would have turned out different — with different amounts of helium and deuterium.
General Relativity2026-07-061 minarXiv:2607.05020express
The Quantum Wave That Gives Birth to the Universe
A quantum wave is like a long-exposure photograph: everything’s blurred, but the blur itself reveals motion. Usually these frozen waves are treated as convenient abstractions. Yet if at each point in the image you estimate, by brightness, the moment on the particle’s internal clock it landed there, flat space suddenly acquires curves.
Galaxies2026-07-052 minarXiv:2607.04121
Triple Black Hole Waltz: How Chaos Spawns Mergers
At the heart of almost every galaxy slumbers a supermassive black hole — the invisible conductor of a stellar orchestra. When galaxies collide, their central monsters draw closer, entwining in a gravitational dance. Sometimes a third partner joins the duo, and then a triple waltz begins, its outcome unpredictable.
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.
General Relativity2026-06-291 minarXiv:2606.30818express
Black Holes Survived the Universe's Contraction
The universe hasn't always been expanding. In some models, it first contracted, nearly empty and flat, and then, upon reaching a limit, bounced back and started growing, like the world we know. This scenario is called bouncing cosmology.
Cosmology2026-06-252 minarXiv:2606.27439
Quantum Physics2026-06-241 minarXiv:2606.25889express
Speedy quantum bubbles mimic the early universe
After the Big Bang, the universe may have been stuck in a false vacuum — a temporary state like a soap bubble ready to pop. A rare true vacuum bubble could then erupt, stretching space in the blink of an eye.
HEP Theory2026-06-182 minarXiv:2606.20486express
A Micron-Sized Universe Next to Ours
In the first instants after birth, the universe might have been multidimensional, like a sheet of paper that suddenly gained thickness. This "thickness"—the extra dimensions — began to inflate rapidly. Such superfast growth is called inflation.
Cosmology2026-05-302 minarXiv:2606.00803express
How to See the Invisible Web of the Cosmos
Through the ripples on the water, pebbles at the bottom of a pool look shifted and warped. In a similar way, the gravity of invisible dark matter bends the light of distant galaxies — a phenomenon known as weak lensing.
Cosmology2026-05-251 minarXiv:2605.26210express
Virtual Universes Reveal the Cosmos with Greater Precision
Astronomers build maps of galaxies and listen to the radio whisper of neutral hydrogen. The signal is so faint that even a working TV would drown it out, but sensitive antennas pick it up from the depths of the Universe.
General Relativity2026-05-212 minarXiv:2605.22623express
Fermions: Seeds That Survive a Cosmic Singularity
The end of the Universe is not just the fading of light. If dark energy, the mysterious substance accelerating cosmic expansion, tears it apart in a Big Rip scenario, or if expansion reverses into a contraction that pulls everything back to a point like a big bang in reverse, a…
HEP Theory2026-05-212 minarXiv:2605.22974express
Walls That Collapse Faster Than Light
A balloon doesn't deflate all at once: first, dents appear on its surface, which run, merge, and finally the balloon shrivels into a point. Domain walls behave in much the same way — thin partitions that divided space in the first moments after the Big Bang.
Cosmic Bellows: How Eternal Inflation Resurrects the Universe from the Ashes
The classic story of the Universe’s birth from a blazing point called the Big Bang raises uncomfortable questions: why is the cosmos so homogeneous, and what was before the singularity?
Machine Learning2026-05-061 minarXiv:2605.08212express
AI assistant tackles cosmology's trickiest math
The Universe's expansion is accelerating, and maybe gravity doesn't work the way we think. Physicists come up with alternative theories, but to test them, they need to calculate how ripples after the Big Bang grew into galaxies. Such calculations involve long equations with hundreds of terms, where it's easy to get lost.
Quantum Physics2026-05-021 minarXiv:2605.04099express
Birth of Particles in an Expanding Universe on a Quantum Computer
The early universe resembled a rapidly inflating balloon: it expanded so fast that light couldn't keep up with its own edges. Then this frantic acceleration gave way to calm expansion. The balloon was no longer being blown up, and it began to slowly deflate. At the moment of the regime change, emptiness didn't stay empty: from it, as if from an overheated boiler, pairs of particles burst forth.
General Relativity2026-04-302 minarXiv:2604.28188express
The Universe on a Rubber Band: Fractional Gravity
A rubber band stretched in different directions behaves differently from a whole sheet of paper. If you pull on an edge, the deformation does not spread evenly but seems to linger in certain spots.
Cosmology2026-04-202 minarXiv:2604.17981express
The Universe in a Test Tube: How Tiny Slices of the Cosmos Replace Massive Simulations
The Universe is vast, and figuring out how galaxies and dark matter are distributed within it is no easy task. Usually, scientists run computer simulations that "play out" the evolution of entire regions of space billions of light-years across. But such calculations demand colossal resources and time.
Cosmology2026-04-162 minarXiv:2604.14653express
Cosmic Whirlpools, Painted by a Neural Network
Toss a handful of glitter into a river, and some flakes will drift straight while others spin in tiny eddies. Galaxies in the universe do something similar: they don't just recede due to cosmic expansion: they also swirl in giant currents, like wood chips caught in invisible whirlpools.
Galaxies2026-04-131 minarXiv:2604.11974express
The Galactic Family Tree: How Star Chemistry Tells the Story
A star inherits the chemical makeup of its parent gas cloud, just like a child inherits genes from its parents. Astronomers turned this into a method: by measuring the fraction of carbon and other elements with spectroscopy (splitting light into colors), they construct family trees for the stars in a galaxy.
Galaxies2026-04-132 minarXiv:2604.12053express
A Galaxy Loses Its Memory in the Blink of an Eye
Drop two identical pebbles from a mountain peak: one lands a centimeter to the left, and a minute later they end up in different valleys. A galaxy is the same mountain, only with billions of pebbles and a slope that stretches over millions of years. The authors of a new study simulated a disk of 40 million point-like stars and tested how quickly it forgets where it started.
Turbulence Speeds Up Raindrops
In a cloud, thousands of tiny water droplets hang in the air. For rain to fall, they need to grow: stick together into larger drops and become heavy enough to fall to the ground. But how exactly do droplets find each other in a huge cloud? Scientists created a computer model that tracks each droplet individually, as if each one had its own little sensor.
Cosmology2026-04-021 minarXiv:2604.02300express
Weighing Neutrinos by the Cosmic Web
The Universe is a colossal web of invisible dark matter and galaxies, stretched by the expansion of space. Neutrinos, nearly intangible ghost particles, barely cling to the threads, but their collective mass subtly shifts the tension of the entire network.
General Relativity2026-04-011 minarXiv:2604.01283express
Quantum Brushstrokes on the Canvas of the Cosmos
It all started with tiny quantum flickers on the primal canvas. Inflation — an avalanche-like expansion proposed by Alan Guth — stretched those brushstrokes to the scale of galaxies.
Machine Learning2026-03-141 minarXiv:2603.13727express
How a Machine Learns to Derive the Laws of Nature
When a typical computer searches for a law of nature from data, it tries to guess a complete formula in one go. It's like a cook who, without knowing the recipe, dumps all the ingredients into a pot at once and hopes for soup. Most often, the result is an inedible mess: the formula is long but meaningless, and it fails on new data.
Instrumentation2026-03-101 minarXiv:2603.10107express
Dark Matter: How Invisible Particles Collide
Dark matter is invisible, but its gravity holds galaxies together. For a long time, it was thought that dark matter particles pass right through each other without noticing. However, in small galaxies, the density of dark matter in the center turns out to be lower than calculations predict.
Instrumentation2026-03-041 minarXiv:2603.04535express
Neural Network Clears the Gravitational Lens from Ancient Light
Light born at the moment of the Big Bang has traveled to us for almost 14 billion years. But along the way, it passed through the gravitational fields of galaxies and clumps of dark matter, which bent its rays. To an observer, this looks like an image stretched and smudged by an old window pane.
Cosmology2026-02-251 minarXiv:2602.21890express
Where Stars Are Born: The Threads of the Universe
The Universe looks like a giant spiderweb: galaxies aren't scattered randomly but are gathered into knots and along filaments. Inside the filaments, there's plenty of gas, and that's where new stars most often flare up. But how has this changed over time? Scientists compared data from a computer model with real observations of thousands of galaxies.
Cosmology2026-02-172 minarXiv:2602.15951express
An Algorithm That Improves Itself
A programmer writes code, runs it, sees an error, and fixes it. Now this process can be handed over to the program itself. Machine learning can already improve algorithms, but it usually requires lots of data and ready-made examples.
General Relativity2026-02-021 minarXiv:2602.02646express
A Universe Without the Big Bang: A Smooth Beginning
Traditional cosmology begins with the Big Bang — the idea of Georges Lemaître. However, a new approach, inspired by the work of Stephen Hawking, bypasses the mystery of the initial moment.
Cosmology2026-01-072 minarXiv:2601.03894express
Cosmos Trained to Predict
Thousands of universes were born in a computer, all to tell us about our own. Each one has its own galaxy clusters, arranged by the laws of gravity like peas in a jar shaken with varying force. From how the peas settle, you can tell what kind of hand shook the jar.
HEP Phenomenology2025-10-021 minarXiv:2510.02426express