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
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…
Unleashing AI Transformer Models on FPGAs for Accelerating LHC and Particle Physics
This project centers on the deployment of Transformer models for Field Programmable Gate Arrays (FPGA), in order to seamlessly integrate AI capabilities into particle physics expe…
Advanced Peer to Peer Transactive Energy Platform with Predictive Optimization
Applying AI/ML to optimize renewable energy generation and consumption on Smart Grid with block chain technologies
Microsoft Azure Quantum Elements
Accelerate chemistry and materials discovery using AI, HPC, and quantum-ready tools.
Nanoparticle growth kinetics and mechanism
AI is used to digitalize the nanoparticle from TEM images. Morphology and crystalline feature will be made available through AI. Combining with kinetics modeling, AI detects criti…
Center for Mesoscale Transport Properties
Center for Mesoscale Transport Properties
Develop a Machine Learning Framework for Optimal Computational Campaigns for Complex Uncertain Systems
'Two projects to use machine learning to acclerate the design of optimal strategies and robust computational campaigns for complex systems in the presence of substantial data and…
AI/ML in High Energy Physics Research
Within the high energy physics research in the energy, intensity and cosmic frontiers, as well as the advance detector R&D and scientific computing, AI/ML techniques have been dev…
NIF Shot Analytics & Predictive Maintenance Support Pilot
Quick access to specific NIF laser data and problem resolution information
SMMM
AI/ML is being used to evaluate measurements in real-time during simultaneous experiments on two beamlines and then drive subsequent data collection on both of the beamlines to ma…
OpenAI Enterprise
Provide enterprise-grade AI assistance with secure access to OpenAI GPT models.