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Model-based reinforcement learning for protein backbone design
Designing protein nanomaterials of predefined shape and characteristics has the potential to dramatically impact the medical industry.
Protein binding affinity prediction under multiple substitutions applying eGNNs on Residue and Atomic graphs combined with Language model information: eGRAL
Protein-protein interactions (PPIs) play a crucial role in numerous biological processes.
Predicting protein stability changes under multiple amino acid substitutions using equivariant graph neural networks
The accurate prediction of changes in protein stability under multiple amino acid substitutions is essential for realising true in-silico protein re-design.
BON: An extended public domain dataset for human activity recognition
Body-worn first-person vision (FPV) camera enables to extract a rich source of information on the environment from the subject's viewpoint.
WNTRAC: AI Assisted Tracking of Non-pharmaceutical Interventions Implemented Worldwide for COVID-19
We present the Worldwide Non-pharmaceutical Interventions Tracker for COVID-19 (WNTRAC), a comprehensive dataset consisting of over 6, 000 NPIs implemented worldwide since the start of the pandemic.
Novel Exploration Techniques (NETs) for Malaria Policy Interventions
The task of decision-making under uncertainty is daunting, especially for problems which have significant complexity.
