
When you purchase through links on our site, we may earn an affiliate commission. Here’s how it works .
Researchers at the University of Würzburg have demonstrated, for the first time, that chaotic growth in a 2D quantum system follows the Kardar–Parisi–Zhang (KPZ) equation , confirming a 40-year-old physics theory. For decades, physicists have believed that even highly disordered growth — from spreading flames to growing bacteria — follows hidden statistical rules.
Until now, the KPZ model, which describes how rough, uneven surfaces evolve under random conditions, had only been verified in simple, single-dimension systems, as extending it to more realistic 2D environments remained experimentally out of reach due to the extreme speeds and scales involved. The researchers’ findings , published in the Science journal, close a long-standing gap in the field, proving that the theory does indeed extend to 2D systems
This breakthrough improves scientists' understanding and modeling of complex growth processes in real-world, non-equilibrium systems.
You may like Key to ultra-dense next-gen data storage could be a new magnetic state found in twisted 2D materials Australian researchers develop quantum battery proof-of-concept which uses lasers to charge near-instantly Go maintainer joins collective klaxon about encryption-breaking quantum computers “When surfaces grow — whether crystals, bacteria, or flame fronts — the process is always nonlinear and random. In physics, we describe such systems as being out of equilibrium,” explained Siddhartha Dam, a postdoctoral member of the research team and co-author of the paper.
“Engineering a system capable of simultaneously measuring how a non-equilibrium process evolves in space and time is extremely challenging — especially because these processes unfold on ultrashort timescales. That’s why verifying the KPZ model in two dimensions has taken so long. We have now succeeded in controlling a non-equilibrium quantum system in the laboratory — something that has only recently become technically feasible,” he continued.
To achieve this, the team engineered a highly controlled quantum system using a gallium arsenide (GaAs) semiconductor cooled to −269.15°C (−452.47°F), near absolute zero. By continuously illuminating the material with a laser, they generated short-lived hybrid particles known as polaritons — a mix of light and matter that form and decay within picoseconds.
These polaritons behave like a rapidly evolving “growth” system. As they are created and spread across the material, their distribution changes in both space and time, allowing researchers to track how the system develops under inherently random conditions.
Get Tom's Hardware's best news and in-depth reviews, straight to your inbox.
Key considerations
- Investor positioning can change fast
- Volatility remains possible near catalysts
- Macro rates and liquidity can dominate flows
Reference reading
- https://www.tomshardware.com/tech-industry/big-tech/SPONSORED_LINK_URL
- https://www.tomshardware.com/tech-industry/big-tech/scientists-solve-decades-old-2d-physics-puzzle-chaotic-growth-in-a-2d-quantum-system-obeys-statistical-laws#main
- https://www.tomshardware.com
- No Need for Space Gear — Capcom’s ‘PRAGMATA’ Joins GeForce NOW on Launch Day
- Sudokoo SK620V and SK700V Review: Silent, Stylish AM5 cooling, with a built-in display
- Rethinking AI TCO: Why Cost per Token Is the Only Metric That Matters
- Microsoft announces surprise Xbox Game Pass price cuts, ends day one Call of Duty inclusion — Ultimate down to $22.99 while PC Game Pass drops to $13.99
- Bluetooth tracker hidden in a postcard and mailed to a warship exposed its location — $5 gadget put a $585 million Dutch ship at risk for 24 hours
Informational only. No financial advice. Do your own research.