Machine learning (ML) has become an essential tool for humans to get rational predictions in different aspects of their lives. Hyperparameter algorithms are a tool for creating better ML models. The hyperparameter algorithms ...

Advances in medicine (such as chemotherapy or transplants) have extended the life expectancy of patients at the cost of impairing their immune system. This has generated an increasing population of patients highly susceptible ...

With recent Quantum Devices showing increasing capabilities to perform controlled operations, further development on Quantum Algorithms may benefit from Quantum Simulations on classical hardware. Among important applications ...

Reduction of the emission of pollutants is one of the main concerns in the study of combustion today. Thermal NOx for example, is generated when high temperatures are achieved in the combustion process. The use of Lean ...

Many diseases strongly impact the human transcriptome at the gene expression level [1]. However, previous work has focused on accessible tissues [2], and has not incorporated the effect of demographic traits, known risk ...

The early stages of drug design rely on hit discovery programs, where initial possible inhibitors’ binding affinities are assessed when bound to their biological target. It is an expensive and time-consuming process, ...