Latest Research & Publications

High-signal insights, research findings, and engineering perspectives from our team. Stay updated with our latest research findings and industry perspectives.

Dissipation Theory of Aging Framework
Discovery & Design
October 3, 2025 Farhan Khodaee, Rohola Zandie, et al.

The Dissipation Theory of Aging: A Quantitative Analysis Using a Cellular Aging Map

A novel framework proposing aging as a dissipative dynamical process, with AI algorithms to quantify cellular aging map. Using 65+ million cells, we reveal how conservative and dissipative forces shape aging across tissues and time.

Aging Machine Learning Foundation Models Dynamical Systems Cellular Map
Read More
PolyGene model architecture and workflow
Discovery & Design
August 3, 2025 Farhan Khodaee, Rohola Zandie, et al.

Multimodal Learning for Mapping Genotype-Phenotype Dynamics

Introducing PolyGene: A foundation model that simultaneously learns gene expression and phenotypic context to reveal the dynamic relationship between genotype and phenotype. Discover how integrated genetics is revolutionizing our understanding of cellular diversity.

Foundation Models Machine Learning Single-Cell Genomics Target Discovery Genotype-Phenotype
Read More