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The DEPT OF DEFENSE | DEFENSE ADVANCED RESEARCH PROJECTS AGENCY (DARPA) has issued a Tender notice for the procurement of a Mapping Machine Learning to Physics (ML2P) in the USA. This Tender notice was published on 24 Sep 2025 and is scheduled to close on 08 Dec 2025, with an estimated Tender value of Refer Document. Interested bidders can access detailed Tender information, eligibility criteria, and complete bidding documents by referencing TOT Ref No. 126911083, while the tender notice number is DARPA-PS-25-32 and Registering on the platform.
Procurement Summary
Country: USA
Summary: Mapping Machine Learning to Physics (ML2P)
Deadline: 08 Dec 2025
Posting Date: 24 Sep 2025
Other Information
Notice Type: Tender
TOT Ref.No.: 126911083
Document Ref. No.: DARPA-PS-25-32
Financier: Self Financed
Purchaser Ownership: Public
Tender Value: Refer Document
Purchaser's Detail
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Login to see detailsTender Details
Description
Machine learning (ML) moves fast, but it needs power. More power than we have, and that-s the problem. The Department of Defense faces additional constraints with ML deployments at the edge in resource-limited battlefield environments.The ML2P program is about prioritizing power efficiency consumption right from the start. ML2P will map ML efficiency directly to physics using precise Joule measurements, enabling accurate power and performance predictions across diverse hardware architectures.ML2P will develop multi-objective optimization functions that balance power consumption with performance metrics and discover how local optimizations interact through Energy Semantics of ML (ES-ML) to solve the energy-aware ML optimization problem.
Active Contract Opportunity
Notice ID : DARPA-PS-25-32
Related Notice
Department/Ind. Agency : DEPT OF DEFENSE
Sub-tier : DEFENSE ADVANCED RESEARCH PROJECTS AGENCY (DARPA)
Office: DEF ADVANCED RESEARCH PROJECTS AGCY
General Information
Contract Opportunity Type: Solicitation (Original)
Original Published Date: Sep 23, 2025 12:51 pm EDT
Original Date Offers Due: Dec 08, 2025 05:00 pm EST
Inactive Policy: Manual
Original Inactive Date: Jan 07, 2026
Initiative: None
Classification
Original Set Aside:
Product Service Code: AC12 - NATIONAL DEFENSE R&D SERVICES; DEPARTMENT OF DEFENSE - MILITARY; APPLIED RESEARCH
NAICS Code: 541715 - Research and Development in the Physical, Engineering, and Life Sciences (except Nanotechnology and Biotechnology)
Place of Performance:
Documents
SAMPLE_OT_P-_Streamlined_Fixed-_2025.docx
SAMPLE_OT_P-_Fixed_Support_Traditional_Cost-Shar.docx
SAMPLE_OT_P-_Fixed_Support_Nontraditional-_2025.docx
SAMPLE_OT_P-_Expenditure_Based_Approach-_2025.docx
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