Using machine learning methods to analyze drivers of water quality
To increase our understanding of drivers of water quality.
Natural Language Processing
Developed natural language processing (NLP) algorithms will be used to help categorize and understand various energy storage efforts in the R&D communities. Additionally, trends w…
DOE AI Data Infrastructure System
Leveraging generative AI and cloud-enabled data infrastructure to improve carbon capture and storage user experience
Creation of polymer datasets and inverse design of polymers with targeted backbones having High CO2 permeability and high CO2/N2 selectivity.
Creation of polymer datasets and inverse design of polymers with targeted backbones having High CO2 permeability and high CO2/N2 selectivity.
To use AI to calibrate the simulation model by matching simulation data with production history data.
To use AI to calibrate the simulation model by matching simulation data with production history data.
Data discovery, processing, and generation using machine learning for a range of CCS data and information
Data discovery, processing, and generation using machine learning for a range of carbon capture and storage data and information
Machine Learning for geophysical data inversion
Leak detection.
ORNL: AI for Earth Systems
accelerate scientific discovery
Advancing Market-Ready Building Energy Management by Cost-Effective Differentiable Predictive Control
Enhance building energy management with predictive control, safety verification, and optimization.
Adaptive Cyber-Physical Resilience for Building Control Systems
How to maintain efficient, reliable, and secure operation of building control systems in the face of disruptions, changing conditions, or cyber-physical threats.
Regional waste feedstock conversion to biofuels
Produce high-quality, contextually relevant, and coherent responses or content based on user input.
AskOEDI
AskOEDI serves as a virtual research assistant to OEDI users. It provides answers to a variety of user-provided questions using natural language processing and generative machine…
Argonne Resilience AI Assistant ARAIA (nee CALLM)
meeting current administration priorities for a secure and resilient power grid
AI for Isotopes (Pellet) Inspection
Safety for employees
LLM EV
Large-scale policy analysis to understand permitting barriers to the deployment of electric vehicle charging infrastructure
AskPRIMR
The U.S. Department of Energy's Portal and Repository for Information on Marine Renewable Energy (PRIMRE) is an interconnected system of knowledge hubs that provide access to data…
Energy Wizard
The tool aims to explore and extract meaningful insights from NREL's vast database of publications including but not limited to technical reports, presentations, and conference pa…
AskGDR
AskGDR serves as a virtual research assistant to GDR users. It provides answers to a variety of user-provided questions using natural language processing and generative machine l…
IDAES-PSE
Offers extensive process systems engineering (PSE) capabilities for optimizing the design and operation of complex, interacting technologies and systems.
NRAP-Open-IAM
Enables quantification of containment effectiveness and leakage risk at carbon storage sites in the context of system uncertainties and variability.
WETO SA
Assess the developable quantity and quality of the renewable resources.
Drone Imagery Analysis
AI used to allow drone to improve human safety in imagery collection and analysis.
Soil Moisture Modeling
Machine learning solves issues with soil moisture by enhancing accuracy and efficiency in data analysis
AI-Assisted Strategies and Solutions for Environmental Technology (AI-ASSET)
Enable rapid technology transfer of the ALTEMIS AI approaches to new sites and new systems through an automated data analysis and knowledge management toolkit