Research2025–26

Catalyst.

From materials to a scientific investigation.

A scientific workspace for exploring materials, crystal structures, evidence graphs, and genomics through guided, AI-assisted investigations.

MY CONTRIBUTION
Contributor · quantum VQE exploration
CONTEXT
Collaborative project · RIT Quant-A-Thon
STATUS
Collaborative research
PythonFastAPIReactDuckDBSQLiteScientific visualization
WORKFLOW / CATALYST
  1. 01Research question
  2. 02Material + evidence
  3. 03Structure + context
  4. 04Investigation brief

From materials to a scientific investigation.

01THE PROBLEM

What needed solving?

Scientific records are difficult to explore when structures, properties, source evidence, and related biological context sit in separate tools.

02MY CONTRIBUTION

Where I came in.

The supplied Quantathon repository presents Catalyst as a materials and genomics workspace with interactive structures, source context, and guided investigations. My résumé documents the earlier VQE exploration; that individual contribution is distinct from the capabilities of the current team workspace.

03KEY DECISIONS

The thinking behind it.

01

Keep research scope explicit

VQE exploration and the current materials workspace are related contexts, not interchangeable descriptions.

02

Preserve provenance

My individual contribution is described separately from the complete capabilities of the team repository.

04OUTCOME & NEXT STEPS

Built. Learned.
Still improving.

Finalist at RIT Quant-A-Thon 2026, held on 29–30 July, as recorded in my résumé.

Where it stands today

No quantum advantage, validated scientific discovery, or performance beyond classical limits is claimed.

What comes next

Document reproducible experiments and individual contributions alongside the corresponding project revision.