Project Grant 2616171
- This collaborative research project, funded by the National Science Foundation's (NSF) Office of Integrative Activities under the Geosciences program (CFDA 47.050), received an obligation of $218,701 and is scheduled for completion by December 31, 2028. The project will deliver fundamental research and interpretable artificial intelligence (AI) models designed to advance understanding of dense granular media and particle-laden flows relevant to natural hazards such as avalanches, volcanic flows,...
- The National Science Foundation Office of Integrative Activities awarded Northeastern University $435,082 on October 1, 2026, under the Geosciences program (CFDA 47.050) to develop artificial intelligence tools that estimate nearshore bathymetry, waves, and currents from remote sensing data. The project, titled "Collaborative Research: CAIG: Transforming Understanding and Prediction of Nearshore Processes via AI-Powered Simultaneous Mapping of Bathymetry, Waves, and Currents," will...
- The National Science Foundation Office of Integrative Activities awarded Massachusetts Institute of Technology $363,394 on September 1, 2026, for collaborative research developing graph neural network-based digital twins for subsurface geoscience under the Geosciences program (CFDA 47.050). The project creates artificial intelligence methods that combine observations and models to improve understanding of how fluids move through geological formations. MIT will develop digital twins for...
- Federal Project Grant Award Summary Funding Agency: National Science Foundation, Office of Integrative Activities Program: Geosciences (CFDA 47.050) Award Amount: $325,000 Award Date: October 1, 2025 Performance Period: October 1, 2025 – September 30, 2028 Awardee: Massachusetts Institute of Technology (Cambridge, MA) This collaborative research project develops advanced artificial intelligence (AI) tools and improved Earth System Model (ESM) parameterizations to address critical limitations...
- Federal Grant Award Summary Massachusetts Institute of Technology received a $497,026 Project Grant from the National Science Foundation (NSF) Office of Integrative Activities under the Geosciences program (CFDA 47.050), awarded October 1, 2025, with completion targeted for September 30, 2028. The award funds collaborative research to develop the first multiscale artificial intelligence (AI) ocean emulator capable of spanning submesoscales to large-scale ocean flows. The primary deliverable is a...
- The National Science Foundation Office of Advanced Cyberinfrastructure awarded Massachusetts Institute of Technology $432,737 on July 1, 2026, under the Computer and Information Science and Engineering program (CFDA 47.070) to develop large-scale pretraining approaches for earth observation foundation models using noisy geospatial labels. The project characterizes scaling laws for earth observation foundation models by studying how model performance varies with dataset size, model size, land...
- The National Science Foundation Division of Earth Sciences awarded Massachusetts Institute of Technology $220,796 on August 1, 2026, under the Geosciences program (CFDA 47.050) to conduct laboratory experiments simulating deformation in subduction zones and connecting material failure to seismic signals. The recipient will conduct experimental work that mixes brittle and ductile materials to model subduction-zone deformation, recording acoustic emissions when material breaks during controlled...
- This National Science Foundation (NSF) Project Grant award under the Geosciences Program (CFDA 47.050) provides $300,000 in funding to the Massachusetts Institute of Technology (MIT) from November 15, 2024 to October 31, 2027. The award supports the development of machine learning-powered "surrogate models" to increase the computational speed and efficiency of geophysical models used for air pollution and climate research. Key project objectives include: Creating simplified,...
- The National Science Foundation Division of Atmospheric and Geospace Sciences awarded Massachusetts Institute of Technology $120,000 on August 15, 2026, under the Geosciences program (CFDA 47.050) to conduct collaborative research linking lower-atmosphere weather to space weather through mesoscale modeling and artificial intelligence. The project provides the first systematic investigation of how gravity waves generated by more than 400 meteorological events evolve through the atmosphere and...
- This $162,243 Project Grant award from the National Science Foundation's Geosciences Program (CFDA 47.050) supports collaborative research at the University of Central Florida (UCF) to advance predictive understanding of landscape evolution and erosional extremes under changing climatic conditions. The key objectives are to: (1) extract local geomorphic transport laws driving landscape evolution using large-scale experimental data and novel physics-informed artificial intelligence methods; (2)...
The National Science Foundation Office of Integrative Activities awarded Massachusetts Institute of Technology $898,723 on September 1, 2026, under the Geosciences program (CFDA 47.050) to develop artificial intelligence tools that combine physics-based models with high-resolution topographic data to forecast landscape evolution and erosion. The project will construct a hybrid simulation-to-real framework in which physics-informed generative AI models trained on landscape evolution simulations are refined using computer vision methods applied to static high-resolution topography and real-world elevation data. The resulting hybrid models will support erosion forecasting and hindcasting, landscape evolution model calibration and parameter inference, and model evaluation. Research outcomes will benefit hazard assessment and infrastructure planning while fostering industry collaborations and creating open datasets that cross-train AI and earth science researchers. Performance will occur in Cambridge, Massachusetts, with a period of performance from September 1, 2026, through August 31, 2029. No subawards are planned for this award.
Mod # | Description | ReasonForModification | Federal Obligation | Date |
|---|---|---|---|---|
| Not listed | $898.7k | 7/30/26 |