Mechanistic Research
Geometric methods for causal inference across the sciences.
Neuroscience
Which brain regions actually matter? A geometric score validated against optogenetic ground truth.
1 paper →Pharmacology
Predicting which drug mechanisms transport across cell lines and clinical trials.
3 papers →Genetics
Mechanism-dependent validity boundaries for Mendelian randomization instruments.
2 papers →Genomics
Geometric and causal methods applied to sequence, structure, and variation in nucleic acids.
1 paper →Epidemiology
When pooling across sites or cohorts breaks — and geometric methods to detect it.
2 papers →Psychiatry
Edge-level curvature separates genuine transdiagnostic bridges from degree artifacts.
1 paper →Chemistry
Auditing ML claims in chemistry — what survives external scrutiny.
2 papers →