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Federal Agency · Food and Drug Administration

Integrating Machine Learning with Computational Fluid Dynamics Models of Orally Inhaled Drug Products (U01) Clinical Trials Not Allowed

Last updated: July 27, 2026

Posted November 20, 2023

Funding

Funding amount not specified

Closes

Rolling

NAICS

541714

Food and Drug Administration — Integrating Machine Learning with Computational Fluid Dynamics Models of Orally Inhaled Drug Products (U01) Clinical Trials Not Allowed

Food and Drug Administration is a federal agency that offers the Integrating Machine Learning with Computational Fluid Dynamics Models of Orally Inhaled Drug Products (U01) Clinical Trials Not Allowed grant program to support eligible programs and projects. This funding opportunity is available nationally and is administered by Food and Drug Administration through Grants.gov. Organizations seeking funding for eligible programs and projects should review the details below and confirm their eligibility before preparing an application.

Eligibility

Eligible applicants include government agencies and municipalities, for-profit businesses, nonprofit organizations, and educational institutions. Organizations that meet the eligibility criteria are encouraged to apply and to review the full program guidelines before submission. Because eligibility rules and funding priorities can change between cycles, applicants should always confirm the current requirements with Food and Drug Administration or on Grants.gov before investing time in an application.

Funding and Timeline

This is a rolling or open-cycle opportunity with no fixed application deadline. Applicants should allow sufficient time to gather required documentation, including organizational information, project descriptions, budgets, and supporting materials as specified in the program guidelines. Submitting a complete application well ahead of the deadline reduces the risk of disqualification on technical or administrative grounds.

Program Focus

This grant supports eligible programs and projects. This grant is associated with NAICS industry classifications: 541714, 325412, 541511, 541715. Organizations operating in these sectors are encouraged to review eligibility. Funded projects are expected to demonstrate measurable outcomes aligned with the program's stated objectives. Grant recipients may be required to submit progress reports and final evaluations as a condition of the award, and to retain records for audit and compliance purposes.

How to Apply

Eligible organizations can apply through Grants.gov. Create a free organization profile on GrantRegister to see whether this grant matches your organization's NAICS code, entity type, location, and focus area, and to receive a weekly digest of every open grant you qualify for.

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Eligibility

  • Funded by FDA
  • Programs related to machine learning

Categories

Not categorized

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View application on Grants.gov·Source: Grants.gov·Last seen Jul 27, 2026

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