USING GNN PROPERTY PREDICTORS AS MOLECULE GENERATORS

Using GNN property predictors as molecule generators

Abstract Graph neural networks (GNNs) have emerged as powerful tools to accurately predict materials and molecular properties in computational and automated discovery pipelines.In this article, we exploit the invertible nature of these neural networks to directly generate molecular structures with desired electronic properties.Starting from a rando

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Conceptual Short Term Memory in perception and thought

Conceptual short term memory (CSTM) is a theoretical construct that provides one answer to the question of how perceptual and conceptual processes are related.CSTM is a mental buffer and processor in which current perceptual stimuli and their associated concepts from long term memory (LTM) are represented briefly, allowing meaningful patterns or st

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Health and Social Care Staff Awareness of Menopausal Symptoms in Adults With Intellectual Disability: Results From a Survey

Aims Menopausal Atrial Fibrillation in Endurance Training Athletes: Scoping Review symptoms often go unrecognised in individuals with intellectual disability (ID).There is growing societal awareness of the impact of menopause on mental health, yet this has not been replicated in the ID population.In light of this, we wanted to establish the current

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