Project Grant 2616388
- The National Science Foundation Office of Integrative Activities awarded $499,863 to the Desert Research Institute (Research Administration Services and Compliance Division of the Nevada System of Higher Education) on October 1, 2026, for physics-informed conditional generative deep learning research on fractured rock systems. The three-year project, running through September 30, 2029, develops artificial intelligence tools to create accurate maps of underground fracture networks by combining...
- The National Science Foundation Office of Integrative Activities awarded the Board of Regents of Nevada System of Higher Education, doing business as University of Nevada, Las Vegas (UNLV), $589,714 under the Geosciences program on October 1, 2026, for collaborative research integrating artificial intelligence and neotectonics for data-driven global active fault mapping. The project will develop an artificial intelligence framework for mapping and interpreting active fault networks across...
- This Project Grant from the National Science Foundation Division of Earth Sciences provides $399,904 to enhance discrete fracture network modeling using evolutionary and quantum computing approaches. Funded under the Geosciences program (CFDA 47.050), which supports basic research in atmospheric, earth, and ocean sciences, the award runs from September 1, 2021 to August 31, 2024. Through the Desert Research Institute, the primary awardee, and a subaward to the University of Nevada, Reno, the...
- This National Science Foundation (NSF) Integrative Activities (CFDA 47.083) Project Grant award of $299,862 to the University of Nevada, Reno will support research to develop a new framework for integrating machine learning and physics-based computational models to create "digital twins" of dynamic systems. The research aims to address limitations in current hybrid data-driven modeling approaches by embedding neural networks within physics-based models to better account for modeling...
- This Project Grant award from the National Science Foundation's (NSF) Engineering program (CFDA 47.041) supports research to develop a physics-informed machine learning framework for surrogate modeling of geostructural systems under seismic loading. The $607,802 award to the University of Nevada, Reno aims to advance computational methods that integrate high-fidelity physics and machine learning to enable rapid and reliable seismic response predictions for geostructural systems. This research...
- Federal Grant Award Summary The National Science Foundation's (NSF) Office of Integrative Activities awarded a Faculty Early Career Development (CAREER) grant of $287,739 to the University of Nevada, Reno (Board of Regents of Nevada System of Higher Education) on June 1, 2025, with completion targeted for May 31, 2030. This project grant, funded under the Integrative Activities program (CFDA 47.083), supports fundamental research and educational initiatives aimed at developing a...
- The National Science Foundation Office of Integrative Activities awarded the University of Texas at Austin $364,836 on September 1, 2026, under the Geosciences program (CFDA 47.050) to develop graph neural network-based digital twins for subsurface multiphase flow modeling. The project will create artificial intelligence methods that integrate observations and models to improve understanding of fluid movement through geological formations, particularly where complex geology and limited...
- The National Science Foundation Division of Undergraduate Education awarded the Board of Regents of Nevada System of Higher Education (operating as University of Nevada, Reno) $200,000 on October 15, 2026, under the STEM Education program to investigate and formalize undergraduate research capacity at UNR. The project will systematically evaluate UNR's current undergraduate research landscape through institutional research, anonymous surveys, focus groups, and structured interviews to identify...
- The National Science Foundation Office of Integrative Activities awarded Colorado School of Mines $300,000 on August 15, 2026, under the Geosciences program (CFDA 47.050) to advance fundamental understanding of coupled physical and chemical processes controlling reactive flow in fractured rock. The project combines laboratory experiments with computational models to determine how fracture heterogeneity influences mineral dissolution and precipitation, permeability evolution, and fluid flow...
- The National Science Foundation Division of Ocean Sciences awarded the Board of Regents of Nevada System of Higher Education (operating as University of Nevada, Reno) $182,990 on September 1, 2026, to investigate fault slip associated with very large earthquakes, specifically the 2011 Tohoku-Oki earthquake. The award funds analysis of fault zone samples recovered from hundreds of meters below the seafloor at three core sites on the plate boundary fault, sites separated by 30 meters but...
The National Science Foundation Office of Integrative Activities awarded the University of Nevada, Reno Board of Regents of Nevada System of Higher Education $325,000 on October 1, 2026, for collaborative research developing physics-informed conditional generative deep learning frameworks to characterize fractured rock systems using hydraulic and tracer tomography. The research will create artificial intelligence tools to generate accurate maps of underground fracture networks by estimating fracture network geometry, hydraulic properties, and associated uncertainties. The approach embeds numerical simulators within the learning framework to incorporate governing physical laws, improving robustness and generalization under sparse observations. The team will validate methods using synthetic datasets, three-dimensional-printed fractured rock experiments, and field observations. The work supports subsurface resource management including groundwater and energy, reduces subsurface engineering risks, and includes K–12 outreach and training for the next generation of scientists and engineers. Performance occurs at Reno, Nevada with a period of performance through September 30, 2029. The award is a Project Grant under the Geosciences program (CFDA 47.050) supporting basic research in earth sciences. No sub-awards are planned.
Mod # | Description | ReasonForModification | Federal Obligation | Date |
|---|---|---|---|---|
| Not listed | $325.0k | 8/4/26 |