35 citations · 205 across the 22 of their papers we have counts for
3 papers · 1 filter
ABCpy: A High-Performance Computing Perspective to Approximate Bayesian Computation
Ritabrata Dutta, Marcel Schoengens, Lorenzo Pacchiardi +5
ABCpy is a highly modular scientific library for Approximate Bayesian Computation (ABC) written in Python. The main contribution of this paper is to document a software engineering…
Parameter estimation of platelets deposition: Approximate Bayesian computation with high performance computing
Ritabrata Dutta, Bastien Chopard, Jonas Lätt +3
Recent studies show the existing clinical tests to detect Cardio/cerebrovascular diseases (CVD) are ineffectual as they do not consider different stages of platelet activation or t…
Bayesian Inference of Spreading Processes on Networks
Ritabrata Dutta, Antonietta Mira, Jukka-Pekka Onnela
Infectious diseases are studied to understand their spreading mechanisms, to evaluate control strategies and to predict the risk and course of future outbreaks. Because people only…