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Debora Marks gave a seminar at IPI on March 21, 2024. She spoke about her lab’s work on generative machine learning models in two areas: predicting effects of human genetic variation, and vaccine and therapeutic design for pandemic preparedness.

Talk title: “Generative models for prediction and design”

Bio: Debora Marks, Ph.D., is a world-leading computational biologist with a focus on developing new artificial intelligence methods to accelerate biotherapeutic discovery. She is a professor of systems biology at Harvard Medical School. Marks received the International Society for Computational Biology Overton Prize for outstanding accomplishment in the field of computational biology in 2016, the Chan Zuckerberg Initiative Ben Barres Early Career Acceleration Award in the Neurodegeneration Challenge Design in 2018 and an NIH Director’s Transformative Research Award for antibody design in 2020.

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