Streamflow Duration Assessment Modeling
Improved streamflow classification
Living Literature Review: Semi-automated Literature Screening
The Agency conducts reviews of scientific literature in many contexts, including periodic revision of NAAQS as mandated by the Clean Air Act, other standards, but also one-time as…
To help automate data discovery and preparations to support a range of CS models, tools, and products
To help automate data discovery and preparations to support a range of CS models, tools, and products
ORNL: Foundational AI Research
accelerate scientific discovery
ORNL: AI for Materials Science
accelerate scientific discovery
ORNL: AI for Experimental Facilities Operations
accelerate scientific discovery
ORNL: AI for Transportation and Mobility
accelerate scientific discovery
ORNL: AI for Energy Generation and Distribution
accelerate scientific discovery
ORNL: AI for Advanced Manufacturing
improve manufacturing
ORNL: AI for Bio and Health Sciences
improve health
ORNL: AI for the Smart Laboratory
accelerate scientific discovery
ORNL: AI for Neutron Science
accelerate scientific discovery
ORNL: AI for Fusion Energy
accelerate scientific discovery
APT Analytics
Automate analysis of atom probe tomography (APT) data for faster scientific insights.
Laboratory Automation
Automate SEM/TEM data acquisition by identifying regions of interest with machine learning.
Scalable, Efficient and Accelerated Causal Reasoning Operators, Graphs and Spikes for Earth and Embedded Systems (SEA-CROGS)
Improving Information Access, Understanding, and Productivity through Language Automation
Physics-Informed Learning Machines for Multiscale and Multiphysics Problems (PhILMs)
Produce high-quality, contextually relevant, and coherent responses or content based on user input.
AI techniques for identification of suitable delivery parking spaces in an urban scenario
Identify optimal urban delivery parking spaces to support EV freight adoption.
Surrogate models for probabilistic Bayesian inference
Estimate unknown model parameters using surrogate models for probabilistic Bayesian inference.
AI Incubator Sandbox
Provide a secure, multimodal AI chatbot sandbox for experimentation without internet access.
AI-Enhanced Lab Assist
Detect trends in lab planning/control data to improve efficiency and knowledge sharing.
Spot for automated sensing, inspection, and capture
Conduct automated sensing, inspection, and data capture in challenging environments with robots.
MI8 Collimators Surogate Model
This project is working to create a ML surogate model of the exisitng MI8 collimation system. The purpose of the ML model is to aid in the tuning of the collimation system for acc…
AI Chat Bot for IT User Services
Interactive RAG chat bot model trained on existing, updated and new IT resource documentation in the user space. Platform will be used as an informative method for users to handle…