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The Secret to Accurate Calculations: How Atoms Help Understand Molecules ⚡ экспресс

Original: "Modular Construction of Jastrow Factors for the Transcorrelated Method"
arXiv:2512.07530 · 2025-12-08 · CC BY · ⏱ 1 min · Chemical Physics Computational Physics
Scientists have found a way to transfer ready-made electron behavior rules from atoms to complex molecules, simplifying and refining calculations.
Abstract

Imagine each atom is a note with a perfectly calibrated sound. When building a molecule, you take these ready-made sounds and just tweak how they blend. This makes predicting material properties faster and more precise. Isn't it surprising that the 'melody' of atoms sounds purer without retuning each note from scratch?

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Electrons — tiny particles in molecules — constantly maneuver, avoiding collisions like passengers during rush hour. To calculate their behavior, scientists set a personal distance rule: a mathematical function that indicates how close one electron can get to its neighbor.

Such a rule is like etiquette in a crowd: it tells electrons the comfortable distance to keep so as not to bump into anyone.

Usually, this rule is set anew for each molecule — a laborious process. But now researchers take ready-made settings from simple atoms, such as hydrogen, and transfer them to more complex molecules like water or compounds with carbon, only slightly adjusting the overall interaction. An unexpected twist: this 'import' of rules not only speeds up calculations but also doubles the accuracy compared to full re-tuning. This discovery saves chemists months of work and accelerates the creation of new materials — from medicines to batteries.

🎯 Electrons in a molecule observe personal space more strictly than people on a subway: the mathematical distance rule helps predict their trajectories with pinpoint precision.

🎬 The idea of transferring perfect settings from atoms to molecules is like assembling a space station from autonomous modules, each already perfect.

Scientists
Charles-Augustin de CoulombJames Clerk MaxwellJohannes RydbergTheodore LymanDaniel BernoulliLeonhard Euler
Tags
hydrogen Water carbon
Laws
Coulomb's lawRydberg formulaBernoulli's principleArchimedes' principleBalmer formulatriple-alpha process (Hoyle process)
Original: arXiv:2512.07530 · CC BY · bridge42worlds