Focal Interest
Focal Interest

CLARITY

  1. Review updates bacteriocin classification in Lactobacillaceae
  2. Explainable quantum AI predicted vehicular energy use in smart cities
    Quantum machine learning combined with explainable AI improves energy prediction for autonomous electric vehicles while ensuring transparent, trustworthy decision-making in smart city operations.
  3. Hybrid AI feedback prompted the most student revisions
    Semester-long trial comparing directive, metacognitive, and hybrid AI-generated feedback on 329 students' revision behavior, confidence, and work quality in design and programming.
  4. ESC report highlights gaps in cardiovascular guideline implementation
    Review of cardiovascular clinical practice guideline implementation barriers and evidence-based strategies to improve adoption across diverse healthcare systems
  5. Transformer method measures inter-party communication
    Transformer-based approach for automated measurement of inter-party communication in representative democracies, with applications to coalition signals and negative campaigning analysis.
  6. Perioperative quality dashboard was developed and implemented
    Perioperative nursing team develops quality dashboard integrating safety metrics, infection rates, and efficiency indicators into unified visual platform for data-driven decision-making and.
  7. Retrieval and structural priors improve parameter-efficient code representations
    Learn how retrieval augmentation and structural priors enhance parameter-efficient code representations while using only 5% of standard fine-tuning parameters.