83 citations · 118 across the 3 of their papers we have counts for
4 papers
Solving the Kolmogorov PDE by means of deep learning
Christian Beck, Sebastian Becker, Philipp Grohs +2
Stochastic differential equations (SDEs) and the Kolmogorov partial differential equations (PDEs) associated to them have been widely used in models from engineering, finance, and…
The Mutual information of LDGM codes
Jan van den Brand, Nor Jaafari
We provide matching upper and lower bounds on the mutual information in noisy reconstruction of parity check codes and thereby prove a long-standing conjecture by Montanari [IEEE T…
Charting the replica symmetric phase
Amin Coja-Oghlan, Charilaos Efthymiou, Nor Jaafari +2
Diluted mean-field models are spin systems whose geometry of interactions is induced by a sparse random graph or hypergraph. Such models play an eminent role in the statistical mec…
On the Potts antiferromagnet on random graphs
Amin Coja-Oghlan, Nor Jaafari
Extending a prior result of Contucci et al (Comm. Math. Phys. 2013), we determine the free energy of the Potts antiferromagnet on the Erdös-Rényi random graph at all temperatures f…