Abstract: Federated learning (FL) has gained great traction in recent years. It can provide a privacy-preserving mechanism to train machine learning models on hidden data. However, most of today's FL ...
ETHOS.TSAM is a python package which uses different machine learning algorithms for the aggregation of time series. The data aggregation can be performed in two freely combinable dimensions: By ...
Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Polyglutamine (polyQ) aggregation plays a central role in several neurodegenerative ...
Directed evolution leverages the principles of natural selection to engineer biomolecules with desired properties. Microbead-based approaches within water-in-oil emulsions have proven invaluable for ...
Abstract: A sequential recommender system predicts the users' next preferences or actions based on the sequential patterns in their past interactions. The project builds a session-based recommendation ...
Interactions between amyloidogenic proteins drive the progression of neurodegenerative diseases, yet the molecular mechanisms remain unknown. In this work, we describe the crosstalk between amyloid-β ...
Department of Chemistry, Molecular Sciences Research Hub, Imperial College London, London W12 0BZ, U.K. Department of Chemistry, Molecular Sciences Research Hub, Imperial College London, London W12 ...