Jerome Darbon

Assistant Professor
Applied Mathematics
Brown University
United States of America

Academician Mathematics
Biography

Dr. Jerome Darbon is affiliated to Applied Mathematics, Brown University . Dr. Jerome Darbon is currently providing services as Assistant Professor . Dr. Jerome Darbon has authored and co-authored multiple peer-reviewed scientific papers and presented works at many national and International conferences. Dr. Jerome Darbon contributions have acclaimed recognition from honourable subject experts around the world. Dr. Jerome Darbon is actively associated with different societies and academies. Dr. Jerome Darbon academic career is decorated with several reputed awards and funding. Dr. Jerome Darbon research interests include Efficient algorithms for variational/Bayesian estimations and connections with Hamilton-Jacobi PDEs,Combinatorial optimization, especially network flows and graph-based algorithm,Stochastic sampling algorithms, especially perfect samplers,Algorithm/architecture co-design including low level implementation,Applications to denoising, geomorphology, remote sensing, biological, medical, historical, radar and inverse problems in imaging sciences

Research Intrest

Efficient algorithms for variational/Bayesian estimations and connections with Hamilton-Jacobi PDEs,Combinatorial optimization, especially network flows and graph-based algorithm,Stochastic sampling algorithms, especially perfect samplers,Algorithm/architecture co-design including low level implementation,Applications to denoising, geomorphology, remote sensing, biological, medical, historical, radar and inverse problems in imaging sciences

List of Publications
Chen A, Darbon J, Morel JM. Landscape evolution models: A review of their fundamental equations. Geomorphology. 2014 Aug 15;219:68-86.
Hill AC, Cachan JD, Carlo De Franchis CE, Cachan GF, Cachan EM, Jean-Michel Morel CM. Numerical simulation of landscape evolution and water run-off on digital elevation models obtained from Pleiades.
Darbon J. On Convex Finite-Dimensional Variational Methods in Imaging Sciences and Hamilton--Jacobi Equations. SIAM Journal on Imaging Sciences. 2015 Oct 20;8(4):2268-93.
Darbon J, Osher S. Algorithms for overcoming the curse of dimensionality for certain Hamilton–Jacobi equations arising in control theory and elsewhere. Research in the Mathematical Sciences. 2016 Dec 1;3(1):19.