Machine Learning Downscaling Capability for Environmental Forecasts

Machine Learning Downscaling Capability for Environmental Forecasts

ID: N252-105Type: BOTH

Overview

Topic

Machine Learning Downscaling Capability for Environmental Forecasts

Agency

Agency: DODBranch: NAVY

Program

Type: SBIRPhase: BOTH

Topic Link

https://www.dodsbirsttr.mil/topics-app/

Additional Information

https://www.dodsbirsttr.mil/topics-app/

Timeline

Description

The Department of Defense, specifically the Navy, is seeking innovative solutions through the Small Business Innovation Research (SBIR) program to develop a Machine Learning Downscaling Capability for Environmental Forecasts. The objective is to create a system that generates high-resolution environmental forecasts (less than 1 km horizontal and approximately 10 m vertical resolution) for tactical and local scale applications, addressing the current gaps in forecast fidelity at these scales. This capability is crucial for various applications, including predicting tropical cyclone impacts, aviation visibility, and navigation through sea ice, where small-scale environmental features significantly influence outcomes. The opportunity is currently in the pre-release phase, with the solicitation set to open on April 23, 2025, and close on May 21, 2025. Interested parties can find more information and submit proposals through the official SBIR website at https://www.dodsbirsttr.mil/topics-app/.

Files

Title

Size

Type

Posted

24 KB

Document

Similar Opportunities

Underwater Sensing in Surf Zone Environments -

The Department of Defense, specifically the U.S. Army, is seeking proposals for the development of an underwater sensing system optimized for surf zone environments as part of the Small Business Innovation Research (SBIR) program. The objective is to create a portable underwater sensor capable of detecting bathymetry and underwater hazards in shallow, bubbly conditions, which are critical for safe maritime operations and logistics support in contested regions. This technology is particularly important for enhancing situational awareness during over-the-shore operations, where traditional sensing methods are hindered by environmental factors such as surf zone bubbles. Proposals for Phase I are invited with a funding limit of $250,000 for a six-month performance period, with a submission deadline of August 20, 2025. Interested parties can find more information and submit proposals through the official SBIR website.

Quantum for Space Logistics Demand Planning & Optimization -

The Department of the Air Force (DAF) and the U.S. Space Force (USSF) are seeking innovative solutions through the Small Business Innovation Research (SBIR) program to enhance logistics planning and optimization in space environments. The primary objective is to explore the feasibility of applying Quantum Machine Learning (QML) and Quantum Optimization (QO) techniques to improve demand forecasting, routing, and scheduling for logistics operations across terrestrial and space domains. This initiative is crucial for addressing the complexities of modern logistics, particularly as missions expand to include rapid orbital resupply and interplanetary operations. Interested parties should note that the solicitation is set to open on July 23, 2025, with applications due by August 20, 2025, and further details can be found at the provided source link.

Integration of Wave Relay API Features into the Thales InterSense IS-1500 Visual Inertial Tracking Software -

The Defense Threat Reduction Agency (DTRA) is seeking innovative software solutions through the Small Business Innovation Research (SBIR) program to integrate Wave Relay API features into the Thales InterSense IS-1500 Visual Inertial Tracking Software. The primary objective is to enhance local positioning capabilities for uncrewed and worn sensors during tactical operations by leveraging RF signal information, ensuring accuracy within 1 meter in a 300-meter by 300-meter area without GPS reliance, particularly in low-light conditions. This technology is crucial for improving the reliability of positioning solutions in GPS-denied environments, especially for Chemical, Biological, Radiological, and Nuclear (CBRN) sensor operations. Interested parties should note that the solicitation is set to open on June 25, 2025, with applications due by July 23, 2025, and can find more information at the DOD SBIR website.

Real-Time Detection and Tracking of High-Velocity Atmospheric Transits -

The Department of Defense, specifically the U.S. Space Force (USSF), is seeking innovative solutions through the Small Business Innovation Research (SBIR) program for the development of a real-time detection and tracking system for high-velocity atmospheric transits. The objective is to create a hardware and/or software tool capable of detecting, tracking, and predicting the trajectory of objects transiting the upper atmosphere at altitudes of 200–400 km, particularly those traveling at suborbital or space-capable velocities. This initiative addresses critical gaps in Space Domain Awareness (SDA) as emerging threats, such as hypersonic glide vehicles and suborbital missiles, challenge existing detection systems. Interested parties must submit proposals by August 20, 2025, with the opportunity to advance directly to Phase II of the program, and further details can be found at the provided source link.

Autonomous Space Cargo Network (ASCN): AI-Driven Logistics Automation and Digital Twin Integration for Space Mobility -

The Department of Defense (DoD) is seeking innovative solutions through the Small Business Innovation Research (SBIR) program to develop an Autonomous Space Cargo Network (ASCN) that integrates AI-driven logistics automation and digital twin technology for enhanced space mobility. The primary objective is to create a system that modernizes cargo handling and logistics operations at the Space Joint Movement Complex (SJMC), improving operational efficiency, accuracy, and resilience in both contested and commercial environments. This initiative is crucial for establishing a scalable, cybersecure logistics framework that supports U.S. Space Force sustainment strategies and future space missions. Interested parties should note that the solicitation is set to open on July 23, 2025, with applications due by August 20, 2025, and can find more information at the official SBIR website.

Project SpaceKnight: Interactive AI Simulation for USSF Space Sustainment and Contested Logistics Wargaming -

The United States Space Force (USSF) is seeking innovative solutions through the Small Business Innovation Research (SBIR) program for Project SpaceKnight, an interactive AI simulation aimed at enhancing training for space sustainment and logistics in contested environments. The primary objective is to develop a proof-of-concept AI-driven strategy game that simulates logistics planning, incorporating realistic constraints such as orbital mechanics and adversarial disruptions, to prepare Guardians and logistics planners for complex space missions. This opportunity is critical for advancing training methodologies in space logistics, with a focus on creating a minimal viable simulation environment during Phase I, followed by a fully operational platform in Phase II. Interested parties should note that the solicitation is set to open on July 23, 2025, with applications due by August 20, 2025, and can find more information at the official SBIR website.

Ruggedized Sensors to Increase Driving Visibility and Vehicle Safety -

The Department of Defense, specifically the Army, is seeking small businesses to develop ruggedized sensor technology aimed at enhancing driving visibility and vehicle safety for ground combat vehicles. The objective is to create systems that improve driver awareness and enable advanced driver-assistance systems (ADAS) to operate effectively in degraded visual environments, such as nighttime or low-visibility conditions. This initiative is crucial for enhancing vehicle safety and maneuverability, with applications extending to commercial automotive industries. Interested firms must participate in the xTechIgnite prize competition to qualify for submitting a Small Business Innovation Research (SBIR) proposal, with a funding amount of up to $2 million for an 18-month Phase II project. Key deadlines include the open date on June 12, 2025, and the application due date on July 9, 2025. For more information, visit the official solicitation page at dodsbirsttr.mil.

Mechanics and Control of Autonomous Legged Robotic Systems in Mud -

The Department of Defense, specifically the Army, is seeking proposals for the Small Business Innovation Research (SBIR) program focused on the mechanics and control of autonomous legged robotic systems capable of navigating muddy environments. The objective is to develop a quadrupedal robot with a novel control architecture that can traverse deep mud with up to 20% leg intrusion at an average speed of 8 body lengths per minute, surpassing current capabilities. This initiative is critical for enhancing autonomous locomotion in challenging terrains, which has significant implications for military applications and potential dual-use scenarios such as disaster relief and search and rescue operations. Interested parties can submit proposals for Phase I, with funding up to $250,000 for a 6-month period, and must adhere to the application deadline of July 23, 2025. For more information, visit the official solicitation page at DOD SBIR/STTR.

Generative AI Enabled Tactical Network -

The Department of Defense, specifically the Army, is seeking small businesses to participate in the SBIR program focused on developing a "Generative AI Enabled Tactical Network." The objective is to create a realistic modeling and simulation environment using Generative AI to support the Army's Next Gen Command and Control (NGC2) program, which aims to modernize the Army's data-centric command and control architecture. This initiative is crucial for enhancing decision-making capabilities in contested environments, with a focus on generating tactical data streams that reflect realistic scenarios and bandwidth limitations. Interested firms can submit Phase I proposals for funding up to $250,000, with a performance period of six months, and must participate in the xTechIgnite prize competition to be eligible. The application due date is July 9, 2025, and further details can be found at the provided source link.

Real-Time Detection and Tracking of High-Velocity Atmospheric Transits -

The U.S. Space Force (USSF) Space Systems Command (SSC) is seeking innovative hardware and/or software solutions for the real-time detection and tracking of high-velocity atmospheric transits, specifically targeting objects in the upper atmosphere at altitudes of 200–400 km. The objective is to develop a system capable of automatically detecting, tracking, and predicting the trajectory of these objects, which may include hypersonic glide vehicles and suborbital missiles, while integrating seamlessly with existing Space Domain Awareness (SDA) toolchains. This initiative is critical for enhancing national security and operational readiness against emerging threats, with a focus on leveraging data-driven technologies such as Artificial Intelligence and Machine Learning. Interested parties should prepare proposals for Phase II, as Phase I awards will not be made for this topic, with applications due by August 20, 2025. For more information, visit the official solicitation page at DOD SBIR/STTR.