concept

initial conditions

The starting state of a system, such as position and velocity, from which its evolution begins.
17 related articles

Description

Initial conditions are the complete specification of a system's state at the starting moment of its evolution — for a particle, this means its position and velocity; for a field, the values at every point. In deterministic physics, the initial conditions uniquely determine the entire future trajectory of a system through the equations of motion. However, in chaotic systems, tiny differences in initial conditions grow exponentially, making long-term prediction impossible even though the physics is fully deterministic — the famous 'butterfly effect'.

History

The concept of initial conditions became central to physics with Isaac Newton's formulation of classical mechanics in 1687, where the laws of motion require both position and velocity to predict the future. Pierre-Simon Laplace in 1814 famously articulated the idea of a 'demon' that, knowing all initial conditions and forces, could predict the entire future of the universe.

How it works

The evolution of any physical system is governed by differential equations that take the current state as input and produce the next state. The initial conditions provide the boundary values needed to solve these equations uniquely. In quantum mechanics, the initial wavefunction completely determines the probability distribution of all future measurements. In cosmology, the initial conditions of the universe — the density fluctuations present shortly after the Big Bang — are imprinted on the cosmic microwave background and seed the formation of all galaxies and large-scale structures we observe today.

In practice

Weather forecasting relies on measuring current atmospheric conditions as initial conditions for numerical models. In biology, the initial conditions of a bacterial colony — cell density and nutrient distribution — determine the spatial patterns of colony growth. In quantum computing, precise preparation of initial qubit states is essential for reliable computation.

Fun fact

The universe's initial conditions were so finely tuned that the density fluctuations were about one part in 100,000 — if they had been much larger, galaxies would have collapsed into black holes; much smaller, and no stars would have formed.

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Related articles · 17

cs.SC2026-09-082 minarXiv:2609.08536
The Ecology of Physical Laws: A Map of Coexisting Mechanisms
In a rubber band stretched in the lab, three different elasticity mechanisms operate simultaneously. At small strains, Hooke's law prevails; at intermediate strains, entropic chain elasticity; at large strains, strain-induced crystallization.
Dance of the Pioneers: When Spatial Dimension Preserves Inequality Forever
Imagine a ball in an unfamiliar hall: two guests start from opposite corners. Their movements are not a smooth waltz but chaotic improvisation in search of rare treasures. Contrary to intuition, the outcome hinges not on tempo but on the geometry of the floor.
Exoplanets2026-06-281 minarXiv:2606.29289express
Trading Time for Fuel
A space tug with an ion engine accelerates slowly, but it sips fuel. To get from one orbit to another, you have to solve a tricky problem: how long to fire the engine and where to point it. Usually, the goal is to find the fastest transfer for a given spacecraft mass.
HEP Phenomenology2026-06-101 minarXiv:2606.12404express
How Neutrinos Get Entangled in Stellar Cores
In the scorching heart of a dying star, an invisible stream is born — a neutrino gas. The particles race through matter almost without stopping, but when their density is enormous, they start to feel each other. Old calculations described this as a jostle in a crowd: each shove changes direction, but no connection arises between passersby.
Cosmology2026-05-252 minarXiv:2605.26116express
Dark Energy from a Single Field: Why It's Harder Than It Looks
The universe is expanding, and its history features two puzzling episodes that don't fit into a simple picture. The first is a brief period in its youth when everything flew apart faster than expected, as if someone had floored the gas pedal. The second is today's acceleration, as if the same pedal were pressed again, but more gently.
Quantum Gases2026-05-221 minarXiv:2605.23881express
Time Crystals: Eternal Ticking Clocks Made of Atoms
A time crystal resembles an eternal clock: its atoms spontaneously perform rhythmic movements. In ordinary clocks, a pendulum is driven by a spring or battery, but here the motion arises without an energy supply — the system simply returns to its initial state at regular intervals. This idea was proposed by Frank Wilczek in 2012.
Biological Physics2026-04-231 minarXiv:2604.21655express
Spores as Seeds: How to Bring Order to a Bacterial Colony
If you scatter seeds haphazardly, the seedlings will tangle into chaos. But if you lay them out in neat rows, the field will grow in an orderly fashion. A similar principle works with bacteria. Colonies of elongated cells usually churn with disordered flows, but scientists have found a way to impose order from the very start.
HEP Theory2026-04-191 minarXiv:2604.17216express
Bubbles in a Superfluid
In a pot of boiling water, steam bubbles rise and pop. In the quantum world of a superfluid, bubbles behave differently: they can collide and give birth to vortices — tiny swirling flows, like whirlpools in a river. Scientists modeled such a liquid using a holographic approach.
Stellar2026-04-151 minarXiv:2604.13585express
Sunspots as a Mirror of the Sun's Interior
Magnetic fields on the surface of the Sun appear as dark spots and bright faculae. But they are born deep inside, where flows of hot gas act like a giant dynamo. The question is whether sunspots on the surface can predict what will happen inside the star years from now. The authors applied a mathematical theorem similar to the rule linking the area of a shape to its boundary.
HEP Phenomenology2026-04-141 minarXiv:2604.12691express
How a quantum proton becomes a hot liquid
At the Large Hadron Collider, not only nuclei but also individual protons collide. Even in such small systems, collective behavior resembling the flow of a liquid is observed. But the proton is a quantum object; its state is described by a wave function, not by temperature and pressure.
Quantum Physics2026-04-071 minarXiv:2604.06450express
A Quantum Recipe for Free Will
An amoeba turns left. For a long time, this was considered the result of a rigid chain of causes, like dominoes. But at the core of matter, there's a gap for freedom. The 'Agent Choice via Quantum Flux' model shows: each decision corresponds not to one, but to many quantum histories.
High Energy2026-04-061 minarXiv:2604.04659express
Why Power Laws Are Everywhere
Toss a handful of sand on the floor: there are few large grains, many medium ones, and even more tiny ones. This skew, where small events are common and large ones are rare, is described by a power law. It shows up in city sizes, earthquake magnitudes, and citation counts of scientific papers.
General Relativity2026-03-212 minarXiv:2603.20747express
How the Universe's Clocks Set the Pace of Time
In everyday life, time flows on its own, like a river past its banks. But in quantum gravity, things are different: time does not flow; it emerges from relations between objects, like a pattern in a carpet that is only visible when viewed from a certain spot.
Fluid Dynamics2026-03-071 minarXiv:2603.07297express
Chaos in a Falling Film
A thin stream of water on a shower glass gathers into winding rivulets that quiver and shift before your eyes. Such a liquid film flowing down a vertical surface is a classic example of chaos in nature: it all flows downward, sure, but the surface lives its own unpredictable life.
Quantum Physics2025-10-151 minarXiv:2510.13247express
Quantum Mind? Can't Do Without the Classical
Intelligent action begins with a plan. Just as an architect needs blueprints to evaluate options, any agent with will needs to repeatedly copy data about reality.
Disentangling Complexity: How to Tell a Direct Signal from a Chorus of Voices
An orchestra without a conductor plays a complex piece. The listener hears the overall music but wants to understand who leads the melody and who merely echoes it in unison.
The Committor as a Compass: Where Climate Predictability Ends
In the Pacific Ocean, every few years the water off the coast of Peru warms up, and fishermen call it El Niño. Sometimes the warming is mild, sometimes so strong that it changes weather across the entire planet. Forecasting a strong El Niño six months to a year ahead is a task at the edge of possibility: weather is forgotten within two weeks, while climate remembers for decades.