Quantitative Scientific Solutions, LLC

Arlington, VA · Defense · Acquired by EY-Parthenon (2022)

Machine learning ensemble forecasting system for geomagnetically-induced current prediction using solar wind data

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Updated · qs-2.com

Sector
Defense
Headquarters
Arlington, VA
Total capital
$1.6M
Federal grants
$749K
1 award · 2020
Rank in peer group#22 of 40
Private capital raised
None on recordNo Form D filings on SEC EDGAR. Some raises are not filed.
Federal contracts
$893K
5 awards · Defense, NASA, NSF
Rank in Defense#779 of 1442
Granted patents
None on recordNo USPTO grants. Applications publish after 18 months.

Capital timeline

201920202021FEDERAL ↑EQUITY ↓Cumulative $1.6M$125K$139K$749K$518K$111K
201920202021FEDERAL ↑EQUITY ↓Cumulative $1.6M$125K$749K$518K

Latest events

  • Federal contractDefense · SBIR Phase I$111K
  • Federal contractNSF · Visualizing And Enlarging The Statistics Of Publication Information Under Dynamics$518K
  • Federal grantNASA · Phase II · Geoelectric Field Forecasting with Machine Learning:A Data-Driven, Ensemble-Based Capability for Hazard Mitigation$749K
  • Federal contractDefense · Kick-off Briefing Materials$139K
  • Federal contractNASA · Real-time Prediction And Forecasting Of Geoelectric Fields Using Machine Learning$125K

Node area is scaled to amount. Form D reports securities sold, which can differ from an announced round; filings are numbered in the order they were made.

1 record has no date or no amount, so it isn’t placed on the timeline.

Standing among 40 peers

Line = median

Defense · Software

  • Federal grantsBelow median

Cumulative measures favor older companies. Rankings describe position today, not outcome. Below the median, ranks show as a band rather than a number.

Founders and team

No founders are linked to this company yet.

Founders appear once a person is matched to the company through its own patents, grants or filings. We never infer people from social profiles.

Checked: USPTO inventors; federal award principal investigators; SEC Form D related persons · Oct 23, 2026

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What it has protected

No granted patents are on record.

USPTO usually publishes applications 18 months after filing, so recent applications may not be visible yet. Patents assigned under a different entity name won’t match.

Checked: USPTO granted patents and published applications · Oct 23, 2026

Regulatory activity · Defense

Sector-level, not company-level

Rules are matched to sector, not to company. Recent activity in a sector is context rather than a signal about this business — until rules are matched to what a company actually builds, the section is shown as context and nothing more.

Sources

Federal grants from SBIR/STTR, NIH, NSF and DoD records. Federal contracts from USAspending.gov. Private capital from SEC Form D. Patents from USPTO. Publications from OpenAlex. Regulatory activity from the Federal Register. Press matched on company name.

How to read this page

Figures show associations in public records, not causes or predictions. Nothing here is investment advice. An em-dash means no record was found under this company's name, not that none exists.

Data freshness

SEC Form D filings through . SBIR and STTR awards through .