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Day: November 6, 2023

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FLIP (Fitness Landscape Inference for Proteins)

November 6, 2023November 10, 2023 daniel

Speaker: Natalia Pinto Estéban. Abstract: Machine learning is growing in significance across various research domains. One of these domains is biology, specifically focusing on protein engineering and directed evolution techniques. This presentation is grounded in the FLIP paper (Fitness Landscape… Read More

AUDIAS Seminars

AUDIAS Seminars

Fitting Protein Language Models (PLMs) for the prediction of protein functionality using zero-shot and few-shot techniques.

September 15, 2025

Speaker: Juan Antonio Gordillo Gayo. Abstract: The unprecedent success of…

Open science in the service of conservation: An accessible, user-friendly machine learning workflow for automated anuran monitoring in complex Neotropical soundscapes

September 10, 2025

Speaker: Gabriel Bidart Abstract: Amphibian populations worldwide are declining, particularly…

Introduction to Protein Language Models: biological concepts and computational tools

July 9, 2025

Speaker: Juan Antonio Gordillo Gayo. Abstract: Proteins are the main…

Optimization of a Deep Learning Model for DNA Analysis under Hypoxemic Conditions

July 2, 2025

Speaker: Paloma Villanueva Fuster. Abstract: This study focuses on predicting…

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AUDIAS is a solid research group addressing challenging problems in speech, audio and temporal signals from deep foundations in machine learning and signal processing.

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Highlights

Fitting Protein Language Models (PLMs) for the prediction of protein functionality using zero-shot and few-shot techniques.

September 15, 2025

Open science in the service of conservation: An accessible, user-friendly machine learning workflow for automated anuran monitoring in complex Neotropical soundscapes

September 10, 2025
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