Atomical is a free tool that helps students make the leap from memorizing to understanding the what, why, and beauty of chemistry.
Moving fluidly between representations — formula, Lewis structure, 3D geometry, the electron picture — is understanding chemistry. Students who can't make that leap fall back on memorization. Chemistry defeats a quarter to a third of those who attempt it, taking down careers in science, medicine, and engineering with it.DFW (D, F, or withdraw) rates in U.S. general-chemistry courses commonly run 25–40%. J. Chem. Educ., 2024 →
Molecules update live.
Understand molecular geometry by snapping together atoms. This earlier prototype demonstrates molecule construction via direct manipulation — molecular geometry becomes a tactile experience thanks to a real-time VSEPR solver.
Planned features include: reactions; editable Lewis and Bohr diagrams; reaction-enthalpy figures; games and practice problems; a molecular atlas for exploring molecules by color, taste, smell, functionality, and cosmic origin.
I'm Chaim Gingold. For 25+ years I've turned technology into playful, powerful tools that amplify human imagination and intellect.
I started out working with Will Wright (SimCity, The Sims) on Spore, designing its celebrated creative tool suite. Since then I've built Earth: A Primer, a geology book brought to life through the magic of simulation, and written Building SimCity (MIT Press 2024), which began as my computer-science PhD. At Dynamicland I worked with Bret Victor and Alan Kay on the future of tools for thought.
My next project is a beautiful but notorious gatekeeper: chemistry.
Designed the creative tool suite — 191M+ creations.
New York Times: "genius"
Geology, alive through simulation.
Bret Victor: "A tour de force"
How computer simulation became a medium.
Praised by Will Wright, Alan Kay & Stewart Brand
A sustainable public good: free for every student and teacher, and built to stay that way. Patrons and grants fund the build; the business sustains the public good.
Desmos put a free graphing calculator in front of millions of students and sustains it today through licensing and partnerships.Desmos Classroom joined Amplify in 2022; the calculators continue under Desmos Studio, an independent public-benefit company. desmos.com/about → Atomical aims to do the same: the free web tool earns reach and trust — shareable molecule links, exports for handouts, embeds in courseware. Revenue comes from the layers that build on it: paid experiences (the Earth: A Primer model), and embedding, practice, and assessment licensed by publishers.
Now
The public good: always free for students and teachers — shareable, embeddable, everywhere.
Next
The Earth: A Primer model — e.g. "Bonding: A Primer."
Later
Embedding, practice, and assessment licensed by courseware and publishers.
A kernel synchronizes every chemistry representation and keeps them grounded in physical reality: manipulate one view, the others re-derive. The same propagation that links the views can verify them — enabling automatic feedback and grading, from practice problems to games. And it can ground an AI tutor in chemical reality, the way agentic coding tools are grounded in executable code.
Letters of support are being gathered now — from chemistry educators, curriculum writers, researchers, and toolmakers.
Atomical is just getting started, and I'm looking for advisors, endorsers, and patrons to help carry it from working prototype to public launch. Interested in learning more? Want to help? Get in touch.
Chaim Gingold · chaimg@gmail.com