The Frost Institute for Data Science and Computing (IDSC) is pleased to announce the IDSC Fellows for the 2023-2024 academic year: Madeleine Dawson, Anna Golikova, Tianhao Liu, and Christian Ramsoomair. This is a prestigious designation awarded each year to four graduate or undergraduate students (sophomore level or above) students.
The vision of the IDSC Fellows Program is to inspire a new generation of leaders in data science to cross the traditional boundaries between disciplines. IDSC joins with University faculty to mentor the Fellows on how to best utilize the University’s cutting-edge advanced computing resources in their proposed research projects. Read more about the IDSC Fellows program.
Join us and meet the 2023-2024 IDSC Fellows in person and hear about their research project proposals. This event is free and open to UM Faculty/Staff/Students.
Tuesday, 11/28/2023, 3:00 – 5:00 PM | Richter Library 343
Otto G. Richter Library, 1300 Memorial Drive, 3rd Floor Conference Room #343, Coral Gables, FL 33146 (Map + Directions)
3rd year PhD in Ocean Sciences
PROJECT TITLE: Island Wake Segmentation and Characterization from Synthetic Aperture Radar Imagery: A Deep Learning Approach
Madeleine is currently an Ocean Science Ph.D. student working with Dr. Hans Graber at the Rosenstiel School of marine, atmospheric, and earth sciences. She received her Bachelor of Science in Biological Engineering from the University of Missouri-Columbia before beginning her Ph.D. at the University of Miami. Her current research is focused on the characterization of island wakes through spaceborne Synthetic Aperture Radar datasets. As an IDSC fellow, the utilization of deep learning techniques will aid in classifying highly dynamic and turbulent features of the island wakes to create accurate parameterizations for future predictions.
Senior, majoring in Biology
PROJECT TITLE: Identification of bacterial viruses in two reef-building corals, Pseudodiploria strigosa and Montastraea cavernosa
Anna is a Senior majoring in Biology with minors in Chemistry, Computer Science, and Psychology.
After learning about viral diversity in the “Biology of Viruses” course offered at the University of Miami, she joined Silveira lab to delve deeper into marine viral ecology. She started working on the project that aimed to isolate and identify seawater viruses that infect coral-associated bacteria and may be involved in coral diseases. As an IDSC Fellow, she hopes to conduct bioinformatics analysis, including genome annotations and comparative genomics study, of her isolated bacteriophages (viruses that infect bacteria) and their hosts to explore how bacterial viruses could contribute to the emergence of pathogens in coral reefs.
3rd year PhD in Biostatistics
PROJECT TITLE: Spectral Graph Theory Methods Using Eigenpairs With Small Eigenvalues
Tianhao is a third-year Ph.D. student working under the supervision of Dr. Daniel Díaz at the Division of Biostatistics, University of Miami. He received his M.Sc. in Biostatistics in 2020 from UM. His research centers around pattern recognition and clustering using advanced statistical and machine learning methods. As an IDSC Fellow, he hopes to explore how to make use of the eigenvectors with the smallest eigenvalues in random graph models.
3rd year MD/PhD in Medical Scientist Training Program (MSTP)
PROJECT TITLE: Locus-Specific Characterization of Transposable Elements in Glioblastoma
Christian is an MD/PhD student in his first year of graduate studies working under the mentorship of Drs. Danny Reinberg and Ashish Shah in the Sheila and David Fuente Graduate Program in Cancer Biology. He received his Bachelor of Liberal Arts in Chemistry (concentration in Biochemistry) from College of the Holy Cross. During the IDSC Fellows program, he is seeking to characterize the role of retroelements in Glioblastoma.