DeepPulse

Mesoscale
World Models

Reading the rules of life through probability.

Physical
form
Digital model
Motion
Division probability
Interaction
Birth
Shedding

The cell is the basic unit of life. We model cells as an evolving population: cells as particles, neighborhoods as structure, and changes of state as probabilities. The result is a model that can predict what a living system will do next.

Mesoscale1 nm molecule1 μmcell1 mm tissue1 m organism
01

Tumor Evolution Model

Predicting how tumor cell populations change across space and time.

StatusActive research
PartnerA National-Level Medical Research Center
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02

More Mesoscale Systems in Development

Enzymes
How functional states shift with the environment
In development
Probiotics
Colonization and effects within the host
In development
Microbial communities
How community structure and interactions evolve
In development
Crop seeds
Predicting development from cells to traits
In development
03

Mesoscale World Model Collaboration

We collaborate with leading research institutions worldwide in living-systems modeling, single-cell and spatial omics, and population evolution. Together we define open problems and share data and models.

Start a Collaboration
Specialized Medical Models
Each disease, its own model.
Learn more