AIResearchScience

AI-Driven Peptide Engineering Yields Novel Antimicrobial Candidates with Clinical Promise

Scientists have pioneered a computational method for designing structured peptides that successfully generated antimicrobial candidates effective against dangerous pathogens. The approach yielded several peptides demonstrating significant bacterial load reduction in animal models while showing minimal cytotoxicity.

Breakthrough in Computational Peptide Design

Researchers have developed a novel “key-cutting machine” (KCM) approach to engineer structured peptides with enhanced antimicrobial properties, according to a recent report published in Nature Machine Intelligence. The methodology reportedly combines evolutionary algorithms with structural prediction to navigate the complex landscape of protein design, sources indicate.

EnergyInnovationScience

Breakthrough in Vacuum-Processed Solar Cells Achieves Record Efficiency with Novel Deposition Method

Scientists have developed a revolutionary manufacturing approach for perovskite solar cells that eliminates solution processing entirely. The new method reportedly achieves record-breaking efficiency while maintaining exceptional stability under continuous operation.

Vacuum Processing Breakthrough for Solar Technology

Researchers have developed a fully thermally evaporated perovskite solar cell that achieves unprecedented efficiency while addressing key manufacturing challenges, according to a recent study published in Nature Photonics. The breakthrough reportedly represents a significant step toward commercial-scale production of perovskite photovoltaics using vacuum deposition methods traditionally reserved for conventional semiconductors.