ai-genomics-at-scale

AI Genomics at Scale

Advanced Profile Prediction for Fusion Pilot Plant Design

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APP-FPP (MIT)

Led by Pratt Institute, AquaSteady, a seaweed-based water absorbent, is solving the water scarcity challenge by helping the nation’s farmers retain moisture in soil between irregular rainfalls and irrigations. AquaSteady absorbs water from soil when it is wet and gradually returns it when the soil dries. It can be formed into an anti-erosion net or other shapes.

aquasteady

AquaSteady

Blanket Collaborative on Test Facilities - Conducts prototype testing and multiphysics modeling of fusion blanket concepts, addressing liquid metal/molten salt magnetohydrodynamic (MHD) effects, helium cooling requirements, corrosion, and tritium extraction systems.

bctf-c40-ornl-c41

BCTF (ORNL)

Fusion Neutrons for Integrated Blanket Technology Development Through Advanced Testing and Design  Evaluates nuclear performance and material durability under active neutron irradiation, focusing on PbLi corrosion, post-irradiation thermomechanical properties of solid breeders, HTS magnet degradation, and tritium extraction.

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BNT-FIRE (INL)

The Bureau of Land Management's mission is to sustain the health, diversity, and productivity of public lands for the use and enjoyment of present and future generations.

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Bureau of Land Management (BLM)

BurnPro3D is designed for use in fire mitigation by land managers and burn bosses to prioritize land for treatment, and plan and conduct prescribed burns. The platform is powered by the next generation WIFIRE Data and Model Commons. It provides diverse users a common ground for understanding risks and tradeoffs related to prescribed burns through detailed models of vegetation and fire behavior.

BurnPro3D uses a coupled fire/atmosphere model to capture the interaction between user-defined complex ignition patterns and environmental conditions. With support from the National Science Foundation, the BurnPro3D team is developing emerging AI techniques to transform the characterization of the fire environment, including dynamic site-specific three-dimensional fuels and winds.

burnpro3d

BurnPro3D

The California Governor’s Office of Emergency Services (Cal OES) is responsible for the coordination of overall state agency response to disasters. Assuring the state's readiness to respond to, recover from all hazards and assisting local governments in their emergency preparedness, response, recovery and mitigation.

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Cal OES

CARB is charged with protecting the public from the harmful effects of air pollution and developing programs and actions to fight climate change. From requirements for clean cars and fuels to adopting innovative solutions to reduce greenhouse gas emissions, California has pioneered a range of effective approaches that have set the standard for effective air and climate programs for the nation, and the world.

california-air-resources-board-carb

California Air Resources Board (CARB)

Caltrans manages more than 50,000 miles of California's highway and freeway lanes, provides inter-city rail services, permits more than 400 public-use airports and special-use hospital heliports, and works with local agencies. Caltrans carries out its mission with six primary programs: Aeronautics, Highway Transportation, Mass Transportation, Transportation Planning, Administration and the Equipment Service Center.

california-department-of-transportation-caltrans

California Department of Transportation (Caltrans)

The California Forest Observatory is a data-driven forest monitoring system that maps the drivers of wildfire behavior across the state-including vegetation fuels, weather, topography & infrastructure-from space. https://the.forestobservatory.com/

california-forest-observatory

California Forest Observatory

NASA Jet Propulsion Laboratory is managed by Caltech for NASA.

california-institute-of-technology

California Institute of Technology

The California Wildfire & Forest Resilience Task Force — which hosts the California Wildfire and Landscape Interagency Treatment Dashboard — is a state-federal collaborative effort that brings together more than a dozen agencies (federal, state, and private) to coordinate and report wildfire-resilience and landscape-management projects across California. The Dashboard offers an interactive, publicly accessible map of treatments — from forest thinning and prescribed burns to tree planting and grazing — allowing users to sort projects by region, county, land ownership, and more

california-interagency-treatment-tracking-system

California Interagency Treatment Tracking System

The California Irrigation Management Information System (CIMIS) is a program managed by the California Department of Water Resources in cooperation with the University of California, Davis. Established in 1982, it provides free, high-quality weather and evapotranspiration data to help farmers, turf managers, and the public maximize water-use efficiency.

california-irrigation-management-information-system-cimis

California Irrigation Management Information System (CIMIS)

California Landscape Metrics (CLM) is a statewide, interagency-developed geospatial data initiative that consolidates and standardizes key landscape-scale metrics across California. The project brings together data from four former regional “Regional Resource Kits” into a unified suite of mapped data layers designed to support forest and landscape resilience. CLM was developed by a collaboration of scientists from the USDA Forest Service Pacific Southwest Research Station (PSW), CAL FIRE’s Fire and Resource Assessment Program (FRAP), the Climate and Wildfire Institute (CWI), and researchers at several universities such as University of California, Berkeley and University of California, Irvine, among others. The data layers cover a broad range of landscape attributes — from wildfire hazard and fuel loads to habitat suitability, vegetation structure, carbon storage, hydrology, and social-ecological metrics. They are intended to enable land managers, planners, and decision-makers to assess current conditions, plan treatments or restoration actions, and monitor changes over time in order to advance landscape-scale resilience to fire, climate change, and other disturbances.

california-landscape-metrics

California Landscape Metrics

The California Natural Resources Agency oversees and supports more than 29 distinct departments, conservancies, and commissions. Our Agency Executive Team leads efforts to steward California’s natural environment and to advance Governor Newsom’s key priorities.

Over 25,000 Californians work within our Agency all across the state to meet our mission to protect, manage, and restore the state’s environment and its vast natural, cultural, and historical resources. We advance this work with science as our foundation and inclusion and collaboration as our guiding principles.

california-natural-resources-agency-cnra

California Natural Resources Agency (CNRA)

California State University, Monterey Bay (CSUMB) is envisioned as a comprehensive state university which values service through high quality education. The campus will be distinctive in serving the diverse people of California, especially the working class and historically undereducated and low-income populations. It will feature an enriched living and learning environment and year-round operation. The identity of the university will be framed by substantive commitment to multilingual, multicultural, gender-equitable learning. The university will be a collaborative, intellectual community distinguished by partnerships with existing institutions both public and private, cooperative agreements which enable students, faculty, and staff to cross institutional boundaries for innovative instruction, broadly defined scholarly and creative activity, and coordinated community service.

california-state-university-monterey-bay-csumb

California State University, Monterey Bay (CSUMB)

The Asháninka Central of the Ene River (CARE) is an Indigenous Political Organization (IPO) that represents 45 Ashanink communities in the Ene River basin. Our territory covers the districts of Río Tambo, Mazamari and Pangoa, in the province of Satipo, department of Junín.
 
For 30 years, we have worked with an unwavering commitment to strengthening territorial governance, promoting sustainable development and upholding the collective rights of our communities. Currently, CARE is not affiliated with any regional or national indigenous organization, developing its activities autonomously and independently. This condition reaffirms our commitment to self-determination, the legitimate representation of our communities and the organizational strengthening of the Ashanink people of the Ene River.

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Central Asháninka del Río Ene (CARE)

consortium-for-ecg-imaging-cei

Consortium for ECG Imaging (CEI)

Led by George Mason University, the CropSmart digital twin provides on-demand, decision-ready solutions optimized to users’ cropping goals. The technology will be available to users through both web portals and smartphone apps. The optimal solutions are derived from near-real time remote observations of cropping systems with physics and AI or machine learning-based modeling and simulations.

cropsmart

CropSmart

Led by the University of Arkansas, Cultivate IQ, an AI data transformation platform, integrates sales and production data from across the farm-to-market supply chain to help plan and manage regional food supplies. Local food buyers, including aggregators and distributors, host their growers on the platform, extending access to market insights, production planning tools and purchase orders.

cultivate-iq

Cultivate IQ

The DIII-D National Fusion Facility supports research using the largest operating tokamak in North America. It provides access to experimental, diagnostic, simulation, and related research data generated through collaborations across the fusion science community.  Digital assets include experimental measurements, diagnostic data, operational data, simulation results, software, workflows, and related resources generated through DIII-D fusion research.

diii-d

DIII-D

Led by Boise State University, Dairy NutiSols is a research and innovation consortium committed to enhancing nutrition security and quality across the dairy supply chain. NutriSols was assembled to address industry challenges and to meet the global demand for nutrient-dense foods. The consortium will improve quality control and production efficiency.

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Dairy NutriSols

data-insight

Data Insight

Deepfire is a satellite based wildfire detection and monitoring startup. https://deepfire.co

deepfire

DeepFire

 Dendra is a platform used to retrieve, store, manage, and curate environmental data from sensor networks.

Dendra facilitates the efficient research and monitoring of our environment through real-time sensor network management, data cleaning and exploration. We support the needs of small research groups, large state agencies, and public accessors. Whether data was logged a minute ago or decades prior, if it has a timestamp, Dendra can retrieve it and graph it.

Like a dendritic network gathering signals, Dendra enables environmental monitors to pull data from the Earth's surface to a single location — all to form a unified understanding of our rapidly changing environment through the free exchange of knowledge. 

dendra

Dendra

esoc-university-of-colorado-boulder

ESOC, University of Colorado, Boulder

Created by admin when creating a new dataset

esri

ESRI

EarthDaily Analytics Corporation provides end-to-end geospatial solutions for governments and enterprises, including daily satellite data, AI-ready data processing, and analytical products and services.

earthdaily

EarthDaily

EarthScope Consortium is a consortium dedicated to supporting transformative global geophysical research and education. We are a global community of hundreds of employees and tens of thousands of scientists, scholars, and educators. Our goal is to advance human understanding of the Earth and its physical systems by democratizing access to geophysical observations and practices.

earthscope_consortium

EarthScope Consortium

Organized by Jessica Kendall-Bar in partnership with San Diego Supercomputer Center, Scripps Institution of Oceanography, the UC Santa Cruz Center for Coastal Climate Resilience, and WIFIRE, EcoViz creates multidimensional visualizations and data storytelling about impacts to ecosystems and nature-based solutions. From animal behavior to natural flood protection, we showcase biological resilience as a source for hope amidst global change.

Visit our visualization hub at the EcoViz Explorer: https://ecoviz.org/.

ecoviz

EcoViz

EUMETSAT is the European operational satellite agency for monitoring weather, climate and the environment from space.

european-organization-for-the-exploitation-of-meteorological-satellites-c40-eumetsat-c41

European Organization for the Exploitation of Meteorological Satellites (EUMETSAT)

The European Space Agency (ESA) is an international organization dedicated to space exploration and integrating European space programs such as satellite development.

european-space-agency-esa

European Space Agency (ESA)

The Fire and Smoke Model Evaluation Experiment (FASMEE) is a multi-agency, interdisciplinary collaborative effort to identify and collect critical measurements of fuels, fire behavior, fire energy, meteorology, smoke, and fire effects that will be used to evaluate and advance operational-used fire and smoke models. 
https://www.fasmee.net/

university-of-idaho

FASMEE

Solves technical challenges across the deuterium-tritium (DT) fusion fuel cycle, including tritium accountancy, materials interactions, fuel processing design, and interconnecting operational models across the plant.

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FC-FIRE(SRNL)

The Fusion Engineering Institute at UC San Diego brings together engineers, physicists, computer scientists and fusion experts from many other technical backgrounds. The goal is to tackle the most difficult fusion energy challenges — together. (Read the institute launch story here.) We have long-standing strengths in plasma physics, lasers, materials science, fusion science, fusion technology, Artificial Intelligence (AI), high performance computing for fusion and more. PISCES-RF is a steady-state, linear radio frequency (RF) plasma device at the University of California San Diego. It uses a high-power helicon plasma source to test how materials handle extreme heat and particle loads. Researchers use it to study plasma-material interactions for nuclear fusion reactor walls

fei-pisces

FEI-PISCES

Integrates multi-scale experimental devices (FLARE, WHAM, MAGNES) with CFD, neutronic, and plasma physics modeling to develop advanced blanket technologies, reduced-order models, and systems engineering frameworks for fusion reactors.

forward-uw-madison

FORWARD (UW-Madison)

The High Performance Wireless Research and Education Network (HPWREN), a University of California San Diego partnership project led by the San Diego Supercomputer Center and the Scripps Institution of Oceanography's Institute of Geophysics and Planetary Physics, supports Internet-data applications in the research, education, and public safety realms.


HPWREN functions as a collaborative, Internet-connected cyberinfrastructure. The project supports a high-bandwidth wireless backbone and access data network in San Diego, Riverside, and Imperial counties in areas that are typically not well-served by other technologies to reach the Internet. This includes backbone locations, typically sited on mountain tops, to connect often hard-to-reach areas in the remote Southern California back country.

hpwren

HPWREN

HydroFrame is a platform to facilitate easy interaction with large computationally intensive hydrologic models and massive simulated outputs. HydroFrame's tools enable users to subset model inputs and outputs for any watershed in the US and to develop their own models.

hydroframe

HydroFrame

Hydrosat is a tech company that provides thermal infrared data and analytics to help governments, companies, and partners monitor resources, detect change, and act earlier.

hydrosat

Hydrosat

NASA and IBM have teamed up to create an AI Foundation Model for Earth Observations, using large-scale satellite and remote sensing data, including the Harmonized Landsat and Sentinel-2 (HLS) data. By embracing the principles of open AI and open science, both organizations are actively contributing to the global mission of promoting knowledge sharing and accelerating innovations in addressing critical environmental challenges. With Hugging Face's platform, they simplify geospatial model training and deployment, making it accessible for open science users, startups, and enterprises on multi-cloud AI platforms like watsonx. Additionally, Hugging Face enables easy sharing of the pipelines of the model family, which our team calls [Prithvi](https://huggingface.co/ibm-nasa-geospatial/Prithvi-100M), within the community, fostering global collaboration and engagement. More details on Prithvi can be found in the joint IBM NASA [technical paper](https://arxiv.org/abs/2310.18660).

ibm-nasa-geospatial

IBM NASA Geospatial

Integrated Materials Program to Accelerate Chamber Technologies  Investigates materials processing, direct experimental measurements, and high-fidelity physics simulations to evaluate material performance and structural integrity under fusion conditions.

impact-ut-knoxville

IMPACT (UT-Knoxville)

institute-for-astronomy-university-of-hawaii

Institute for Astronomy, University of Hawaii

The mission of the LiDAR monitoring program is to develop efficient methods for monitoring our natural and cultural resources and to provide effective decision-support tools for land managers. This project is a collaborative effort developed with partners from USDA Forest Service, U.S. Fish and Wildlife Service, Bureau of Indian Affairs, National Park Service, U.S. Geological Survey, Universities and the New Mexico Consortium. This multidisciplinary team seeks to integrate LiDAR and modeling techniques to monitor fuels and ecosystems and link fire modeling for land management decision support. The ultimate goal is to standardize monitoring across agencies with uniform language, methods and data analysis. 

intelimon

IntELiMon: Interagency LiDAR Monitoring & Research Applications

internal-revenue-service

Internal Revenue Service

iron-horse-vineyards

Iron Horse Vineyards

The Hive is the University of Utah's research data repository provided by both the J. Willard Marriott Library and Eccles Health Sciences Library. It is designed to broadly disseminate the intellectual contributions in research and creativity produced by the University's faculty, staff and students to ensure its longevity

marriott_library_hive

J. Willard Marriott Library

HBCU University based in Jackson, Mississippi

jackson-state-university

Jackson State University

The Meteorological Satellite Center of the Japan Meteorological Agency (JMA) and is responsible for operating geostationary meteorological satellites and imaging instruments.

japan-meterological-agency-jma

Japan Meterological Agency (JMA)

The Korean Meteorological Administration (KMA) is the national meteorological service of South Korea. 

korean-meteorological-administration-kma

Korean Meteorological Administration (KMA)

LANDFIRE (LF), Landscape Fire and Resource Management Planning Tools, is a shared program between the wildland fire management programs of the U.S. Department of Agriculture Forest Service and U.S. Department of the Interior, providing landscape scale geo-spatial products to support cross-boundary planning, management, and operations.

landfire

LANDFIRE

Advancing the Maturity of Liquid Metal (LM) Plasma Facing Materials and First Wall Concepts  Advances the technical readiness of liquid metal (LM) plasma-facing components and divertors by combining experiments and modeling of LM flow stability under high magnetic fields, corrosion, impurity transport, and novel alloy development.

lm-armor-pppl

LM-ARMOR (PPPL)

Los Alamos National Laboratory's (LANL) primary mission is to provide scientific and engineering support to national security programs. LANL performs R&D, design, maintenance, and testing in support of the nuclear weapons stockpile. LANL also performs theoretical and applied R&D in such areas as materials science, physics, environmental science, energy, and health.

los-alamos-national-laboratory

Los Alamos National Laboratory

The University of California recently awarded $6 million to a multicampus research grant, in partnership with UC-managed national laboratories, to advance Low-Energy, AI-Informed Phase Transitions (LEAP). The goals of LEAP are to accelerate research into more efficient AI — with help from AI. Using a mix of theory, real-world data and simulations, we will train a large language model AI designed to simulate the effectiveness of topological materials for computing. By narrowing the field of materials that will be tested in the lab, this AI could speed up the discovery of new chip materials that switch faster and use less energy. The kickoff meeting for this research grant was held on August 6th 2025 and was hosted by the Eddleman Quantum Institute at UC Santa Barbara.

low-energy-ai-informed-phase-transitions-leap

Low-Energy, AI-Informed Phase Transitions (LEAP)

Massachusetts General Hospital was established to provide care to Boston's sick, and became the first teaching hospital of Harvard University's new medical school. We have remained at the forefront of medicine by fostering a culture of collaboration and education, pushing the boundaries of medical research, and maintaining an unwavering commitment to the community we were created to serve.

We serve, heal, educate and innovate at the highest levels. Our first priority is the well-being of our patients—near and far. As a team we are able to maintain a singular focus on providing the highest quality, most compassionate care to each and every patient.

massachusetts-general-hospital

Massachusetts General Hospital

MIDRC is an open-access platform launched in 2020 to build a repository of medical images and clinical data, initially focused on COVID‑19, to support AI research in medical imaging.

midrc-dd

Medical Imaging and Data Resource Center

Mitigating Risks from Abrupt Confinement Loss  Utilizes high-performance computing (HPC) simulations to assess the thermal loads and electromechanical risks associated with abrupt plasma confinement loss, enabling mitigation strategies for robust, licensable fusion pilot plants.

miracl-pppl

MiRACL (PPPL)

The Fire Information for Resource Management System (FIRMS) distributes Near Real-Time (NRT) active fire data within 3 hours of satellite observation from the Moderate Resolution Imaging Spectroradiometer (MODIS) aboard the Aqua and Terra satellites, and the Visible Infrared Imaging Radiometer Suite (VIIRS) aboard S-NPP and NOAA 20 (formally known as JPSS-1).

nasa-firms

NASA FIRMS

The Wildfire, Ecosystem Resilience, and Risk Assessment (WERK, https://www.nasa.gov/werk/) is a collaborative effort between NASA, the California Natural Resources Agency (CNRA) (https://resources.ca.gov/), and the California Air Resources Board (CARB) (https://ww2.arb.ca.gov/) aimed at developing ecosystem-monitoring data products and assessments to support the state's urgent efforts to protect public safety and natural resources amid increasing wildfire risk and growing environmental variability.

nasa-werk

NASA WERK

ndp-endpoints

NDP Endpoints

NOAA's Global Systems Laboratory (GSL) enables operational weather forecasters to produce the best forecasts using state-of-the-art technology that incorporates the latest science. Global Systems Laboratory has five divisions that focus on advanced technologies, decision support services, model development, innovative data assimilation and verification techniques, and high-performance computing and architectures.

noaa-global-systems-laboratory

NOAA Global Systems Laboratory

NOAA's National Centers for Environmental Information (NCEI) hosts and provides public access to one of the most significant archives for environmental data on Earth. It provides over 37 petabytes of comprehensive atmospheric, coastal, oceanic, and geophysical data.

noaa-national-centers-for-environmental-information-ncei

NOAA National Centers for Environmental Information (NCEI)

noaa-demo

NOAA-demo

From the earliest days of exploration, to the first steps on the Moon and the missions shaping our future, NASA represents the spirit of discovery that defines our nation. As the United States approaches its semiquincentennial, Freedom 250 highlights how innovation, courage, and scientific leadership have carried America forward — and how NASA continues to expand the frontier for the next generation.

national-aeronautics-and-space-administration-nasa

National Aeronautics and Space Administration (NASA)

The National Agriculture Imagery Program (NAIP) GeoHub site provides a place for users to search, discover, and visualize NAIP imagery. 
 
The NAIP imagery program acquires aerial imagery during the agricultural growing seasons in the United States.  A primary goal of the NAIP program is to make digital ortho photography available to governmental agencies and the public within a year of acquisition.

NAIP is administered through the USDA's Farm Production and Conservation Business Center (FPAC-BC) Geospatial Enterprise Operations (GEO) Branch.  This "leaf-on" imagery is used as a base layer for GIS programs in the Farm Service Agency's County Service Centers, and is used to maintain the Common Land Unit (CLU) boundaries.

national-agriculture-imagery-program-naip

National Agriculture Imagery Program (NAIP)

NCSES is one of thirteen principal federal statistical agencies and serves as the nation’s leading provider of objective data on the U.S. science and engineering enterprise, including surveys and key reports such as Science and Engineering Indicators and Women, Minorities, and Persons with Disabilities in Science and Engineering.

ncses-dd

National Center for Science and Engineering Statistics

The National Interagency Fire Center (NIFC), located in Boise, Idaho, is the nation's support center for wildland firefighting. Eight different agencies and organizations are part of NIFC. Decisions are made using the interagency cooperation concept because NIFC has no single director or manager.

nifc

National Interagency Fire Center

The National Oceanic and Atmospheric Administration (NOAA) is a United States scientific and regulatory agency tasked with forecasting weather, monitoring oceanic and atmospheric conditions, charting the seas, conducting deep-sea exploration, and managing fishing and protection of marine mammals and endangered species. 

national-oceanic-and-atmospheric-administration-noaa

National Oceanic and Atmospheric Administration (NOAA)

Since 1916, the National Park Service has been entrusted with the care of our national parks. With the help of volunteers and partners, we safeguard these special places and share their stories with more than 318 million visitors every year. But our work doesn't stop there.

We are proud that tribes, local governments, nonprofit organizations, businesses, and individual citizens ask for our help in revitalizing their communities, preserving local history, celebrating local heritage, and creating close-to-home opportunities for kids and families to get outside, be active, and have fun.

Taking care of the national parks and helping Americans take care of their communities is a job we love, and we need—and welcome—your help and support.

national-park-service-nps

National Park Service (NPS)

NSMC is an operational unit of MCA meteorological satellite programs.

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