932 citations · 3.1k across the 40 of their papers we have counts for
3 papers · 1 filter
Controlling energy landscapes with correlations between minima
Sai Teja Pusuluri, Alex Hunter Lang, Pankaj Mehta +1
Neural network models have been used to construct energy landscapes for modeling biological phenomena, in which the minima of the landscape correspond to memory patterns stored by…
Comment on "Why does deep and cheap learning work so well?" [arXiv:1608.08225]
David J. Schwab, Pankaj Mehta
In a recent paper, "Why does deep and cheap learning work so well?", Lin and Tegmark claim to show that the mapping between deep belief networks and the variational renormalization…
A thermodynamic paradigm for solution demixing inspired by nuclear transport in living cells
Ching-Hao Wang, Pankaj Mehta, Michael Elbaum
Living cells display a remarkable capacity to compartmentalize their functional biochemistry. A particularly fascinating example is the cell nucleus. Exchange of macromolecules bet…