Deniz Akdemir

The Speed of Light and the Event Horizon as Simulability Limits: An Experiment-Theoretic Derivation of Relativity, Time Dilation, and Hawking Radiation

We offer an experiment-theoretic reinterpretation of Maxwell's equations and spacetime geometry using Le Cam's statistical decision theory. Physical theories are framed not as geometric axioms but as families of statistical experiments subject to operational simulability constrai...

Constraints on Causal Inference as Experiment Comparison: A Framework for Identification, Transportability, and Policy Learning

Causal inference seeks to predict the outcome of interventions from observational data \emph{under explicit causal assumptions}---for instance, predicting patient recovery under a new drug protocol based on historical medical records, estimating the effects of genomic interventio...