From Compound Search to Chemical Knowledge Infrastructure
How compound lookup can become the foundation for connected chemical knowledge systems.
Publications / Notes
Academic notes and research logs.
A research note surface for chemistry, AI for Science, scientific computing, data extraction, and web infrastructure. Only published entries with reviewable content appear here.
Why Chemistry Needs Better Data Infrastructure
Chemical research depends on identifiers, conditions, methods and evidence relationships that keyword search alone cannot represent well.
AI-Assisted Literature Understanding for Research Workflows
How retrieval, extraction and structured summaries can support literature review without replacing source-level reading.
Building a Knowledge Layer for Experimental Science
A technical reflection on modeling experiments, observations, failures and provenance as reusable research knowledge.
Designing Research Tools for Students and Early-Career Scientists
Research tools should expose provenance, uncertainty and workflows clearly enough to support learning as well as productivity.
Static-First Scientific Platforms on Cloudflare
A deployment note on keeping public scientific interfaces fast, static-friendly and ready for future API-backed capabilities.
Editorial direction
Notes will document the platform as it matures.
Future notes can become short reports, technical essays, implementation logs and research memos connected to ChemVault projects and public records.