Postdoctoral Fellow - AI-Enabled Immune Digital Twin & Organ Damage Mechanistic Model
About this role
AI-Enabled Immune Digital Twin & Organ damage Mechanistic Model Scientist: Postdoctoral Fellow; Biocomplexity Institute at Indiana University Bloomington (PI: Dr. James A. Glazier)
Your primary duties will be to develop biologically meaningful, interpretable model components linking immune-state dynamics to organ-damage risk (lung, kidney, liver) in critical illness under the direction of Dr. James A. Glazier. You will map clinical biomarkers to model states, define biological scoring criteria for digital twin ensembles, collaborate with national consortium partners, write technical publications, and prepare milestone-ready contract deliverables.
60% Dynamic Immune & Organ Modeling: Develop fast, interpretable ODE/network/mechanistic model modules linking immune dysfunction to organ injury; map clinical time-series and biomarkers to model states; formulate biological plausibility and scoring criteria.
40% Consortium Deliverables & Research: Prepare test cases, model packages, and model cards; write research papers; present findings; collaborate with national consortium partners in systems biology and clinical data science.