An academic research group, incorporated.
Five Angstrom was founded by researchers working in computational physics, computational biology, crystallography, and systems engineering — several of us out of the University of Madras. Before Five Angstrom existed as a company, this group was already publishing peer-reviewed research in conformational sampling and molecular modelling.
We're incubated at the MCC-MRF Innovation Park, Madras Christian College, Chennai — which is also where our research and engineering work happens day to day. The company exists to take that research further than a university lab typically can: into open-source tools, into hospitals, and into production systems that institutions actually run on.
Why "AI & Scientific Computing," specifically.
We use that phrase deliberately, as two connected things rather than one buzzword. Scientific computing is the discipline: molecular dynamics, conformational sampling, force fields, statistical rigor — methods with decades of grounding in physics and chemistry. AI is where we've focused our own contribution: generative models that make those scientific methods faster and more capable, not a replacement for the rigor underneath them.
In practice, this shows up as work most "AI companies" don't do: publishing our methods in peer-reviewed journals, releasing tools as open source, and validating results against real experimental data — crystal structures, NMR ensembles, clinical imaging — rather than stopping at a demo.
Four things we hold ourselves to.
Publish the method
Our research is written up and submitted for peer review, not kept as an internal black box — our DNCS method is published in Physical Chemistry Chemical Physics.
Open source what we can
Tools built from that research, like DNCS 1.0, are released publicly under an open-source license for other researchers to use directly.
Validate against reality
Every method is checked against real crystal structures, NMR data, or clinical outcomes — not just internal benchmarks.
Apply it where it matters
Research becomes partnerships with real institutions — hospitals, dental colleges, and education platforms — not just papers.
Registered, and independently recognized.
Five Angstrom LLP is a DPIIT-registered startup, a corporate member of DSCI (the Data Security Council of India, a NASSCOM initiative), and registered under MSME — alongside our incubation at MCC-MRF Innovation Park.
