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ASC Co-Pilots for Code

Page • This project provides funding to evaluate emerging practical large-language model solutions for the ASC and the ND program. Our initial set of tasks/projects includes an evaluation of language models for software engineering and code modernization (particularly for HPC and scientific programming), using language models for knowledge capture and retrieval.  Underpinning...

ASC Federated Models

Page • This project aims to develop large foundation models for generative AI capabilities tailored for ND applications across the three NNSA laboratories. By leveraging AI, the project seeks to significantly reduce the lengthy lifecycle times (over a decade) associated with ND modernization. The initiative will create a common framework for sharing...

ASC Industry Collaboration

Page • This project provides funding to evaluate emerging practical large-language model solutions. Our initial set of tasks/projects includes an evaluation of language models for software engineering and code modernization (particularly for HPC and scientific programming), using language models for knowledge capture and retrieval. Underpinning all of this work are efforts to...

Asmeret Naugle

Staff Page • R&D S&E, Computer Science. Biography Asmeret Naugle leads computational social science and human-AI teaming research at Sandia National Laboratories. She has interest and experience in: Human-AI teaming Trust and trustworthiness Dynamic simulation modeling, including system dynamics and agent based modeling Cognitive modeling Data science Asmeret is in the Applied Information...

BANYAN

Page • This project is exploring the development of new methods for building large multimodal generative artificial intelligence models and demonstrating neural methods on a mission-relevant exemplar. The models developed here will play a foundational role for Sandia developed multimodal models. BANYAN will demonstrate the approach by solving problems that were previously...

Home

Page • BANYAN- A GenAI Institute at Sandia Uniting GenAI initiatives to leverage synergies across the lab by sharing datasets, models, software stacks, expertise, and industry collaborations from various funded projects. Research BANYAN Multimodal model training for ND, Stronglinks PARADIGM Neurosymbolic / GraphRAG approach for multimodal data  ASC Federated Models Federated model...

PARADIGM

Page • This project will investigate how trust in generative models such as Large Language Models (LLMs) and Large Multimodal Models (LMMs) can be enhanced by integrating with a symbolic reasoning engine that embodies SME knowledge. We will explore neurosymbolic methods, neural augmentation (specialization of models) and uncertainty quantification methods to provide...

Publications & Talks

Page • Publications Publications will be added when available. Talks Talk Location Presenter Using Open Source and Proprietary models for Parallel Code GenerationCLSAC 2024Siva Rajamanickam, Sandia National Laboratories

Research

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Team

Page • Meet Our Team