Irina Goryanin

The paper develops a gated agentic AI QSP workflow to evaluate healthy ageing interventions, resulting in a single testable interaction and a trial design with an audit trail of discarded hypotheses.

The paper constructs and validates a mechanistic biological age model, IQN-BIOAGE-01, that decomposes mortality risk into organ-specific axes and compares it to existing statistical clocks.

This paper introduces an AI-assisted framework for reconstructing, extending, and calibrating quantitative systems pharmacology models using large language models and SBML-based modeling.

The paper develops an AI-MIDD-QSP digital-twin framework to optimize ESA therapies by integrating mechanistic models of erythropoiesis and identifying dose-sparing strategies.

This paper evaluates the use of large language models in differential abundance analysis, finding they can assist in report generation but face challenges like data inaccuracies and hallucinations.

This paper examines honeybee behavior using microwave radiometry and infrared measurements, finding stable internal temperatures and circadian rhythms, with potential applications in health monitoring and quantum computing.