Logos, headshots, bios, project one-liners, sample interview topics, and pull quotes. Everything a journalist, podcast host, or event organizer needs to cover the work without writing to ask for assets first.
SVG vectors. Use the light variant on dark backgrounds, the dark variant on light backgrounds, and the mark-only when the wordmark won’t fit. Maintain at least 16px of clear space around the logo at all sizes.
High-resolution JPGs. Photo credit not required for editorial use; if including a credit line use “photo: Vincent Wesley Couey” or the photographer’s name when applicable.
Pre-written for press, podcast intros, and event programs. Long-form 500-word bio available on the about page.
Vincent Wesley Couey is an independent researcher and builder based in Toledo, Ohio. He runs two research programs (Substrate Geometry in physics, hERG QSAR in chemistry) under one pre-commit + cascade method, alongside a portfolio of open consumer tools and commercial software.
Vincent Wesley Couey is an independent researcher and builder based in Toledo, Ohio. He runs two research programs - Substrate Geometry (computational rolling-contact mechanics in physics) and hERG QSAR (architecture-specific failure modes in chemoinformatics, with regulatory-science relevance to psychedelic-medicine review) - using the same pre-commit, cascade, and amendment-of-record method across both. Alongside the research, he builds open consumer tools, including OmniRx (pharmacy intelligence) and Hekhal (a cross-tradition mystical reference). The idea he keeps testing is a plain one: a careful, well-documented method can do real work across pretty different fields, without having to come up through each one.
For when an article needs to mention what Vincent works on without doing a full project tour. Drop these in as parenthetical descriptions.
Computational rolling-contact mechanics; three papers on arXiv (including the first openly verified Gömböc construction and a thirteen-member verified catalog of mono-monostatic bodies), plus a thermal-performance paper under review at Elsevier Results in Engineering and a methodology paper under review at the SMAI Journal of Computational Mathematics; Stachel endorsement.
Architecture-specific failure modes in three production hERG QSAR services applied to psychedelic-class compounds; regulatory-science implications for pre-IND cardiac safety triage under the April 2026 Psychedelic Executive Order.
Free consumer pharmacy intelligence; drug interaction checker, patient assistance program finder, insurance formulary comparison; built for healthcare-cost-disadvantaged patients.
Open, ad-free public reference for the world's mystical and contemplative traditions across cultures, under a three-tier editorial law (canonical / reception / containment).
Composable business-operations library with eleven industry packages, three free cores, and a Clearwater diagnostic pipeline; live at launchkits.dev.
Six topic-angles with pre-considered framings. Mix and match to fit your audience or pitch a new angle entirely.
Operating a research program without institutional affiliation. What the trade-offs are, why it can produce work universities can't, what the cost structure looks like, and how to land endorsements as an outsider.
The same pre-commit + cascade discipline operating in physics and chemistry. Why methodology generalizes when the substrate doesn't. What "instances of the engine" actually means in practice.
The hERG QSAR data infrastructure that pre-IND triage depends on, and why it's systematically thin for psychedelic-class compounds under the April 2026 Executive Order. The DMX-1001 / noribogaine case study.
Pre-registration, audit-trail hash chains, amendment-of-record discipline as methodology - and why they're load-bearing for credible computational research when the result is going to inform regulatory decisions.
How to run a multi-domain portfolio without diluting any part of it, and what the methodology contribution looks like when it ties the work together rather than appearing as a project alongside the others.
Attributable to Vincent. Use as-is or as starting points; reach out via the press form if you want a fresh quote on a specific angle.
"The architectures fail on psychedelic-class compounds in part because the training data does not cover the compound class."
- Vincent Wesley Couey
"Same engine, different substrate. The methodology generalizes; that's the actual contribution."
- Vincent Wesley Couey
"Pre-commit before execution. Cascade for plausible failure modes. Amendment-of-record when reality requires refinement. Audit-trail hash chain across every phase. Repeat for every domain you touch."
- Vincent Wesley Couey
"The data infrastructure that QSAR triage depends on is systematically thinner than the computational tooling literature implies."
- Vincent Wesley Couey
"Independent research is not the cheap path or the romantic path. It's the path where the methodology has to be load-bearing because nothing else is."
- Vincent Wesley Couey
Use the structured press form for outlet + format + angle + deadline routing, or email directly if you have a deadline today.
Independent research is only as credible as the people willing to attach their name to it. This is who has, who’s reviewing now, and who’s on the outreach roadmap as papers ship.
Confirmed endorsements are publicly attached via arXiv or named acknowledgment. Pending endorsements are at the review gate; the gate date is listed transparently. Forthcoming entries are the outreach roadmap once the corresponding paper ships.
Originator of the oloid problem and foundational figure in the developable roller literature. Provided arXiv endorsement for Substrate Geometry Paper I.
Provided the arXiv math.NA endorsement for the Substrate Geometry methodology paper (2026-05-29). The paper is now on a journal-first track, under editorial review at the SMAI Journal of Computational Mathematics.
Phase 8 outreach planned upon Paper I ChemRxiv DOI assignment. White-box consensus-rule finding on noribogaine is methodologically actionable for the LabMol team.
Phase 8 outreach planned upon Paper I ChemRxiv DOI assignment. Scaffold-vs-bit-level signal-separation observation in Paper II Section 3.2 is informative for next-generation ADMET-AI development.
No press mentions yet. As coverage lands, entries appear here with outlet, headline, date, and direct link. The media kit above is ready for journalists.
No talks scheduled or delivered yet. Available for keynotes, invited talks, panels, and podcast appearances. Invite Vincent to speak →
Citation tracking pending. Once Google Scholar / Semantic Scholar / OpenAlex index the preprints and follow-on work appears, entries land here with context for each citation.
Independent research without institutional affiliation has no automatic credentialing. The default-trust that comes with a faculty appointment has to be earned per-paper through endorsements, replications, citations, and press attention. This is the visible accounting. Endorsements are listed by status - confirmed entries are publicly verifiable; pending entries name the gate; forthcoming entries are honest about being on the outreach roadmap rather than already in hand.
No padding, no inflation. If a name appears under Confirmed, the endorsement exists in writing and can be verified through arXiv or the named acknowledgment in the paper.
