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APPLIED RESEARCH LLC

Rockville, MD · Defense · Private

Software platform with machine learning algorithms for automated radiation field monitoring, data interpretation, and compliance mapping

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Updated

Sector
Defense
Headquarters
Rockville, MD
Total capital
$7.2M
Federal grants
$3.5M
8 awards · 2015–2022
Rank in peer group#110 of 161
Private capital raised
None on recordNo Form D filings on SEC EDGAR. Some raises are not filed.
Federal contracts
$3.7M
12 awards · NASA, Defense, Interior
Rank in Defense#594 of 1442
Granted patents
6
2 pending · first 2017
Rank in peer group#22 of 161

Capital timeline

20142016201820202022FEDERAL ↑EQUITY ↓Cumulative $7.2M$750K$755K$1M$1.5M$200K$1.1M
20142016201820202022FEDERAL ↑EQUITY ↓Cumulative $7.2M$1M$1.5M$1.1M

Latest events

  • Federal grantEnergy · Phase II · An Advanced Machine Learning and Artificial Intelligence System for Demonstrating Radiation Regulatory Compliance in DOE Accelerator Facilities$1.1M
  • Federal contractDefense · Small Business Innovation Research Phase I, Entitled Aiding Target Recognition Using Infrared Images By Transfer Learning And Adversarial Learning$112K
  • Federal grantDefense · Phase I · Novel Algorithms for Remote Nuclear Detection and Classification$100K
  • Federal contractDefense · Phase I Kick-off Briefing Material$150K
  • Federal grantDefense · Phase I · Aiding Target Recognition Using Infrared Images by Transfer learning and Adversarial Learning$112K
  • Federal grantEnergy · Phase I · Accurate Vegetation Subtraction Tools for Disparate Data Products$200K
  • Federal grantDefense · Phase II · A Novel Border Monitoring System Using Medium and High Resolution Commercial Satellite Images$1.5M
Show 13 earlier federal awards
  • Federal contractInterior · A Novel Border Monitoring System Using Medium And High Resolution Commercial Satellite Images.$1M
  • Federal contractNASA · Igf::ot::igfin This Project, Applied Research Llc (arllc), The University Of Tennessee, Knoxville (utk), And The Arizona State University (asu) Propose High Performance Image Processing Algorithms That Will Support Current And Future Mastcam Imagers. The Algorithms Fuse The Acquired Mastcam Stereo Images At Different Wavelengths To Generate Multispectral Image Cubes, Which Can Then Be Used For High Quality Virtual Reality (immersive) Visualization In 3D, Data Clustering, Anomaly Detection, And R$755K
  • Federal grantNASA · Phase I · Fusion of THEMIS and TES for Accurate Mars Surface Characterization$125K
  • Federal contractDefense · Igf::ot::igf High Performance Novel Target Recognition Algorithm Spare Measurement Space$750K
  • Federal grantDefense · Phase I · A Novel Border Monitoring System Using Medium and High Resolution Commercial Satellite Images$155K
  • Federal contractNASA · Igf::ot::igf We Propose High Performance Image Processing Algorithms That Will Support Current And Future Mastcam Imagers. The Algorithms Fuses The Acquired Mastcam Stereo Images At Different Wavelengths To Generate Multispectral Image Cubes Which Can Then Be Used For Both Anomaly Detection And Rough Composition Estimation From Relatively Longer Distances When Compared To Libs Instrument. To Address The Challenge In The Stereo Image Alignment, We Propose A Two-step Image Registration Approach. $125K
  • Federal contractDefense · Igf::ot::igf STTR I Recognition Algorighm Sparse Measrement$145K
  • Federal grantDefense · Phase I · High Performance and Novel Target Recognition Algorithm in the Sparse Measurement Space$150K
  • Federal contractDefense · Igf::ot::igf Status Report$80K
  • Federal contractDefense · Igf::ot::igf Status Report$150K
  • Federal contractNASA · Igf::ot::igf Some Target Signatures Of Interest In Drought Monitoring, Flooding Assessment, Fire Damage Assessment, Coastal Changes, Urban Changes, Etc. May Need To Be Tracked Periodically. In A Typical Change Detection Application, A Hyperspectral Image Collected In An Earlier Visit May Need To Be Compared With Later Images Collected Using Different Imagers With Different Viewing Geometries, Illumination, Ground Sampling Distance (gsd), Spectral Sampling, Signal-to-noise Ratio (snr), And Atmosp$125K
  • Federal contractNASA · Igf::ot::igf Researchers Have Been Working On Flare Prediction For Many Decades. However, The Best Prediction Result Achieved By Falconer Et Al. For Major Flares, Cmes, And Solar Proton Events (spes) Is A Probability Of Detection Of 39%, Meaning That Only 39% Of The Events Are Correctly Predicted. Existing Flare Prediction Algorithms Are Mainly Based On A Combination Of Data, Statistical Analysis, And Pattern Recognition Algorithms. A Serious Deficiency Of These Algorithms Is That They Do Not In$125K
  • Federal contractNASA · Igf::ot::igf Spacecraft Cabin Is Noisy And Uncomfortable. Sometimes, The Noise Level Can Exceed 80 Dba. There Are 2 Challenges To Meet The Above Needs. One Is To Generate An Anti-phase (180 Deg Out Of Phase) Signal In Real-time To Reduce The Loud Cabin Noise In A Small Area. Another One Is To Minimize The Spillover Of The Anti-phase Signal To Other Places. We Propose A Novel And High Performance Approach To Suppressing Background Noise In Noisy Cabins. Our System Utilizes A Patent Pending Adapti$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.

Standing among 161 peers

Line = median

Defense · Software

  • Federal grantsBelow median
  • Granted patents#22 · top 14%
  • Linked publications#2 · top 1%

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

USPTO · 6 granted of 8
Show all 8 patent records

Recent research by its founders

  • MTL_TX: A Multi-Task Transformer Model for Improved Radiation Time-Series Estimation20260 cites
  • On Sampled Sequence Representations at Discontinuities and Their Impact on Discrete Convolution20260 cites
  • 45 SPS Members Elevated to Fellow [Society News]20250 cites

Related companies, and why

  • RELIABLE MICROSYSTEMS LLCSimilar federal contract value in Defense · $3.7M in contracts
  • GENERAL RADAR CORPSimilar federal contract value in Defense · $3.7M in contracts
  • HIKINO ASSOCIATES, LLCSimilar federal contract value in Defense · $3.7M in contracts
  • Synaptech LLCSimilar federal contract value in Defense · $3.5M in contracts
  • Teraphysics CorporationSimilar federal contract value in Defense · $3.5M in contracts
  • IMMOBILEYES INCSimilar federal contract value in Defense · $3.4M in contracts

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 .