18 citations · 34 across the 3 of their papers we have counts for
3 papers
Inferring Spatial Source of Disease Outbreaks using Maximum Entropy
Mehrad Ansari, David Soriano-Paños, Gourab Ghoshal +1
Mathematical modeling of disease outbreaks can infer the future trajectory of an epidemic, which can inform policy decisions. Another task is inferring the origin of a disease, whi…
Iterative Symbolic Regression for Learning Transport Equations
Mehrad Ansari, Heta A. Gandhi, David G. Foster +1
Computational fluid dynamics (CFD) analysis is widely used in engineering. Although CFD calculations are accurate, the computational cost associated with complex systems makes it d…
Simulation-Based Inference with Approximately Correct Parameters via Maximum Entropy
Rainier Barrett, Mehrad Ansari, Gourab Ghoshal +1
Inferring the input parameters of simulators from observations is a crucial challenge with applications from epidemiology to molecular dynamics. Here we show a simple approach in t…