Natural and Life Sciences
DSI workshop helps Vanderbilt researcher do complex AI analysis of birdsongs
Apr. 10, 2023—Machine learning models have revolutionized the way researchers approach data analysis, but building and training these models can be a daunting task for those who are new to coding. Fortunately, the emergence of AI assistants like ChatGPT is making it easier for novice coders to create their own ML models, even in complex fields like...
Using deep learning to improve dialogic questioning for new readers: AI Deep Dive Jan. 13
Jan. 10, 2023—Professor of Psychology Dr. Georgene Troseth has researched for years how artificial intelligence could help parents use dialogic questioning when reading with their children. Advances in data science could now make Dr. Troseth’s vision a reality. The project aims to create a model that could scan through a book parents are reading with their children...
Detecting Colliding Black Holes: AI Deep Dive Dec. 2
Nov. 14, 2022—Cosmic cataclysmic events such as the collision of black holes create strong gravitational waves which can be detected on Earth. Instruments such as LIGO can detect distortions of space that herald the passing of these gravity waves, but analyzing these signals is a computationally-intensive and time-consuming endeavor. Can AI offer a solution to speed discovery,...
Master students from DSI enable the construction of integrated database for enzyme design
Oct. 27, 2022—Enzymes are the “magical powders” that have been invented by nature to accelerate chemical reactions from eons ago. They are extremely good but are mostly limited to the biochemical reactions they are created for. As an enzyme designer, Prof. John Yang, a DSI affiliate from the Department of Chemistry and the Department of Chemical and...
VICB Seminar October 26th: Machine Learning Strategies in Chemical Biology
Oct. 6, 2022—Interested in learning how machine learning strategies are being applied applied to facilitate engineering and discovery of natural products for development of therapeutics? Join the Vanderbilt Institute of Chemical Biology (VICB) on Wednesday, October 26th from 12:15 pm – 1:15 pm CT in Room 1220 MBR III where Dr. Allison Walker will present Machine Learning...
New DSI Postdoctoral Fellow, Abbie Petulante
Sep. 20, 2022—We’re pleased to be able to introduce Abigail (Abbie) Petulante as a new DSI Postdoctoral Fellow! Abbie received her PhD in Astronomy this year at Vanderbilt where she applied a wide variety of machine learning and deep learning techniques to model the development of large structures comprised of dark matter in simulations of the evolution...
Detection of microbiota change caused by inborn errors of immunity (IEIs) through 16S rRNA sequence analysis (DSI-SRP)
Sep. 8, 2022—This DSI-SRP fellowship funded Qi (Kathy) Liu to work in the laboratory of Dr. Janet Markle in the Department of Pathology, Microbiology and Immunology during the summer of 2022. Qi (Kathy) is a senior with majors in Mathematics and Biological Sciences: Molecular & Cellular. Inborn errors of immunity (IEIs) are immunodeficiencies caused by rare genetic mutations. Because...
Outsourcing Repression: How States Mobilize Civilians for Violence (DSI-SRP)
Sep. 8, 2022—This DSI-SRP fellowship funded Clara Jiang to work in the laboratory of Emily Ritter in the Department of Political Science during the summer of 2022. Clara is a senior with majors in Mathematics and Political Science. Over the summer, Clara worked on the Outsourcing Repression project to examine how race riots and US Marshal appointments...
The interaction between recall and recognition and the moderation of age in the induced forgetting paradigm (DSI-SRP)
Sep. 8, 2022—This DSI-SRP fellowship funded Kleio Jiang to work in the laboratory of Ashleigh Maxcey in the Department of Psychology during the summer of 2022. Kleio is a senior with a major in Psychology. Understanding forgetting is as crucial to current models of memory as understanding remembering. The induced forgetting paradigm describes a subconscious memory pathway...
Characterization of a toxic secondary metabolite cluster in Penicillium fungi (DSI-SRP)
Sep. 8, 2022—This DSI-SRP fellowship funded Charu Balamurugan to work in the laboratory of Dr. Antonis Rokas in the Departments of Biological Sciences and Biomedical Informatics during the summer of 2022. Charu is a sophomore with majors in Biological Sciences and Medicine, Health, & Society. This summer, Charu studied the characterization of a toxic secondary metabolite cluster...