Lunar Rover Localization
AI to merge and analyze lunar reconnaissance data with terrain relative navigation techniques utilizing on board sensors to generate high resolution localized maps. Inputs are rov…
Machine learning for prediction and factor analysis of laser forming parameters
Various machine learning techniques (neural network, support vector machine, etc.) employed to predict bending angle of sheet metal subjected to laser forming processes and to elu…
MIRA (MAPTIS NLP Interface)
NLP interface for querying legacy test reports in MAPTIS
Object classification, change detection, and anomaly detection in LiDAR and other point cloud datasets.
Leveraging AI for point cloud analysis may advance accuracy and efficiency of: •Point cloud classification, enhancing capabilities for LiDAR based autonomy and navigation. •Chang…
RDUST Regolith Dust Universal System Tracker
AI for real-time dust environment simulation and analysis
Research to Operations Platform
Platform that leverages foundation models created by NASA IMPACT AI for Science to allow users to inference on the fine-tuned models and visualize the results
Development of new tools for detecting and assessing resilient agriculural systems farm performance
This work uses convolutional long short-term memory neural networks to aid in development of new tools for detecting and assessing resilient agriculural systems farm performance b…
Assist in research on the association between hearing loss and dementia for the NIDCD EARssentials hot topic presentation
Assist in deepening my understanding the statistical methodologies applied in research examining the association between hearing loss and dementia.
AI-generated podcast describing recent advances in methods for analysis of RNA-seq data
Genomic analysis is a rapidly evolving field with advances in analytical methods arising frequently. This makes it difficult to stay on top of new techniques.
Identifying pain vs non-pain research
Identifying pain research studies is complicated because of the ubiquity of pain in language. NIH program staff working in the pain research field need to be able to distinguish p…
HEAL Portfolio Topic Analysis
The HEAL Initiative supports hundreds of pain research studies. It is meant to support pain research that cannot be carried out by an individual IC. One challenge we have is descr…
Determining how federal pain resarch has responded to the Federal Pain Research Strategy.
The IPRCC has asked NIH to evaluate if all FPRS priorities are being addressed by NIH research. The task would require staff to categorize over 6000 grants into up to 13 FPRS prio…
Transformer-Based Metadata Alignment Workflow
Inconsistent data elements and differing definitions in glossaries of metadata structures across research data ecosystems hinder interoperability and FAIR-aligned reuse.
Incorporating External Information into Taxonomy
Time consuming and inefficient process of reading journal articles and manually copying new organism names from those articles into internal databases
Using Llama to summarize PubMed Central (PMC) full text articles that contain information on protein function
Inefficient and manual process to assign accurate function to proteins and protein models
Enhancing the RCDC with Generative AI
The goal is to assess whether generative AI can enhance the RCDC process by minimizing time-consuming, resource-intensive routine and manual tasks and improving overall efficiency.
Portfolio Analytics
To automate the identification of themes within CDC-authored publications, providing richer information for science prioritization, evaluation, and communication.
Assessing Large Language Models for Synthetic Survey Data Generation
Survey data de-identification is crucial for the NCHS to maximize data utility while protecting privacy, but determining and applying modern best practices requires further resear…
ATSDR Toxicological Assistant chatbot
The ATSDR Toxicological Assistant chatbot via the CDC Chatbot has access to query 180 comprehensive toxicological profiles (A-Z Index of Tox Profiles | Toxicological Profiles | AT…
Pathogen strain characterization from mixed strain samples
We use the DNA sequences at specific places in pathogen genomes to create a "DNA fingerprint" that allows us to link cases of diarrheal illness and identify potential foodborne ou…
Determining if multiple isolates share the same antimicrobial resistant plasmids using short read whole genome sequencing data
Determining if multiple isolates share the same antimicrobial resistant plasmids using short read whole genome sequencing data.
Leveraging AI for the Creation of Synthetic Datasets
We aim to generate synthetic datasets that will support training, testing, and software development improving the overall development process
Automating Influenza Vaccine Virus Data Processing
Information for candidate vaccine virus (CVV) data from public-facing websites is highly labor intensive to gather. Previously R scripts—text files with computer programming comma…
Lineage Assignment by Extended Learning (LABEL)
Identifying, classifying, and annotating influenza sequences.