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Card 649 of 9932026-09-20 issue

Observed arrival · 2026-09-20

Atomic Intelligence, a Chinese textbook for AI-driven materials science

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Editorial interest 84/100 Selection signal · not a rating of the site

A substantial online Chinese-language textbook traces machine learning from perceptrons and backpropagation through diffusion models, inverse design, and computational materials research.

Landing page captured for the 2026-09-20 issue.
For
Chinese-speaking learners of AI, chemistry, and materials science
Worth noticing
The curriculum reaches from perceptrons to CDVAE/GNoME, phonon-spectrum checks, CASP, and autonomous laboratories.

Field notes

The curriculum is unusually broad for a single web book: it starts with calculus-oriented machine-learning fundamentals, then proceeds through geometric and generative models before reaching inverse design and materials workflows. The final modules name concrete checks and methods, including crystal generation with CDVAE/GNoME, thermodynamic convex-hull and phonon-spectrum analysis, molecular synthesizability, and DFT validation. The site identifies itself as version 1.0 and says some chapters are unlockable by code.

Observed signals

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Editorial observations of this landing page, not a rating.

OpenPublic substance visible
PrettyNotable craft visible
ProPolished or operationally mature
NicheUnusually specific use

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Landing page observed 2026-09-20. The live site may have changed.