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Erica

Prates

Dr. Prates is a chemist and holds MSc and Ph.D. degrees in Computational Biomolecular Sciences. Her current focus is the development of computational protocols and the application of the state-of-the-art methods of proteome-wide modeling, virtual screening, and enhanced sampling techniques of molecular dynamics simulations with the goal of integrating information of protein structure-function relationships into Systems Biology studies. As the functional role of proteins is tightly related to their structures, protein “structome” and interactome are valuable layers of information to be incorporated in meta-multiomics datasets (genomics, phylogenomics, transcriptomics, metabolomics, etc.) to better understand how information propagates from genes to complex biological responses. Erica has been involved in several projects within the Biosciences Division, including studies related to bioenergy (CBI), plant-microbe interfaces (PMI), and COVID-19. As a computational systems biologist, she has been contributing to build the connections between molecular interactions (Molecular Biophysics) and complex biological traits (Systems Biology).

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Poster

P07 - A Deep Dive into Deep Learning Frameworks for Protein Structure Prediction: Developing and Evaluating Classes of Biomolecular Complexes

Tuesday, June 27, 2023 19:30
Climate, Weather and Earth Sciences
Chemistry and Materials
Computer Science, Machine Learning, and Applied Mathematics
Applied Social Sciences and Humanities
Engineering
Life Sciences
Physics
With
Verónica G. Melesse Vergara, Érica Texeira Prates, Manesh Shah, and Dan Jacobson (Oak Ridge National Laboratory)

P32 - Multi-Omic Single Cell Network Perturbation for Phenotypic Prediction

Tuesday, June 27, 2023 19:30
Climate, Weather and Earth Sciences
Chemistry and Materials
Computer Science, Machine Learning, and Applied Mathematics
Applied Social Sciences and Humanities
Engineering
Life Sciences
Physics
With
Matthew Lane (Oak Ridge National Laboratory, University of Tennessee); Erica Prates (Oak Ridge National Laboratory); Alice Townsend and Jean Merlet (Oak Ridge National Laboratory, University of Tennessee); Christiane Alvarez and Alana Wells (Oak Ridge National Laboratory); and Daniel Jacobson (Oak Ridge National Laboratory, University of Tennessee)