Accelerating growth and global expansion of antimicrobial resistance has deepened the
need for discovery of novel antimicrobial agents. Antimicrobial peptides have clear …

As antibiotic-resistant bacteria and genes continue to emerge, the identification of effective
alternatives to traditional antibiotics has become a pressing issue. Antimicrobial peptides …

It is unclear how severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection
leads to the strong but ineffective inflammatory response that characterizes severe …

By targeting invasive organisms, antibiotics insert themselves into the ancient struggle of the
host-pathogen evolutionary arms race. As pathogens evolve tactics for evading antibiotics …

The recent outbreaks of infectious diseases caused by multidrug-resistant pathogens have
sounded a piercing alarm for the need of new effective antimicrobial agents to guard public …

The perpetuation of inflammation is an important pathophysiological contributor to the global
medical burden. Chronic inflammation is promoted by non-programmed cell death,; …

Motivation Bacterial resistance to antibiotics is a growing concern. Antimicrobial peptides
(AMPs), natural components of innate immunity, are popular targets for developing new …

Antimicrobial peptides (AMPs), especially antibacterial peptides, have been widely
investigated as potential alternatives to antibiotic-based therapies. Indeed, naturally …

We provide a review of machine learning (ML) tools for material discovery and sophisticated
applications of different ML strategies. Although there have been a few published reviews on …

Machine learning (ML) consists of the recognition of patterns from training data and offers
the opportunity to exploit large structure–activity databases for drug design. In the area of …