15 citations · 50 across the 18 of their papers we have counts for
7 papers · 1 filter
Data-driven identification of a thermal network in multi-zone building
Harish Doddi, Saurav Talukdar, Deepjyoti Deka +1
System identification of smart buildings is necessary for their optimal control and application in demand response. The thermal response of a building around an operating point can…
Physics Informed Topology Learning in Networks of Linear Dynamical Systems
Saurav Talukdar, Deepjyoti Deka, Harish Doddi +3
Learning influence pathways of a network of dynamically related processes from observations is of considerable importance in many disciplines. In this article, influence networks o…
Realizing Information Erasure in Finite Time
James Melbourne, Saurav Talukdar, Murti Salapaka
In this article, we focus on erasure of a bit of information in finite time. Landauer's principle states that the average heat dissipation due to erasure of information is k_B T ln…
Error Bounds on a Mixed Entropy Inequality
James Melbourne, Saurav Talukdar, Shreyas Bhaban +1
Motivated by the entropy computations relevant to the evaluation of decrease in entropy in bit reset operations, the authors investigate the deficit in an entropic inequality invol…
The Differential Entropy of Mixtures: New Bounds and Applications
James Melbourne, Saurav Talukdar, Shreyas Bhaban +2
Mixture distributions are extensively used as a modeling tool in diverse areas from machine learning to communications engineering to physics, and obtaining bounds on the entropy o…
Designing Memory Bits with Dissipation lower than the Landauer's Bound
Saurav Talukdar, Shreyas Bhaban, James Melbourne +1
A Brownian particle in a symmetric double well potential is used as a representation for a single bit memory, where, the location of the particle in either well denotes one of the…
Topology Learning of Radial Dynamical Systems with Latent Nodes
Saurav Talukdar, Deepjyoti Deka, Michael Chertkov +1
In this article, we present a method to reconstruct the topology of a partially observed radial network of linear dynamical systems with bi-directional interactions. Our approach e…