Bio-IT World Conference and Expo 2024
15-17 April, Boston, MA
Meet a global community of life sciences, pharmaceutical, informatics, and technology experts in biomedical research, drug discovery & development at the Bio-IT World Conference and Expo 2024. Don’t miss the inspiring and passionate presentations from the CCDC team (more details below).
CCDC Presentations
Session: AI for Drug Discovery and Development
Data/Time: 16th April at 5 pm (local time)
Title: Accelerating the Selection of Co-Formers for Solid-Form
Speaker: Jeff Lengyel, Research and Applications Scientist
Abstract: Crystallization Using AIGenerative neural networks have begun to receive immense attention in the field of pharmaceutical development due to their ability to interpret human-readable representations of data, such as plain-text experimental methods and SMILES strings. This talk shares a specific example of a transformer neural network being used to create a model with potential to accelerate the development and de-risking of pharmaceutical solid forms. Generative neural networks have begun to receive immense attention in the field of pharmaceutical development due to their ability to interpret human-readable representations of data, such as plain-text experimental methods and SMILES strings. This makes them suitable for answering a wide variety of questions across many domains. In this talk, we discuss how such a model has been used to address a topical question in a novel way. A specific example will be shared of a transformer neural network being used to create a model with potential to accelerate the development and de-risking of pharmaceutical solid forms.