Search Results for author: Sriram Narasimhan

Found 3 papers, 1 papers with code

Edge Ranking of Graphs in Transportation Networks using a Graph Neural Network (GNN)

no code implementations25 Mar 2023 Debasish Jana, Sven Malama, Sriram Narasimhan, Ertugrul Taciroglu

Crucial challenge in graph representations is identifying the importance of graph edges and their influence on overall network efficiency and information flow performance.

A Gaussian process latent force model for joint input-state estimation in linear structural systems

no code implementations29 Mar 2019 Rajdip Nayek, Souvik Chakraborty, Sriram Narasimhan

A novel methodology using Gaussian process latent force models is proposed to tackle the problem in a stochastic setting.

Gaussian Processes

A Quantum Annealing Approach for Fault Detection and Diagnosis of Graph-Based Systems

2 code implementations30 Jun 2014 Alejandro Perdomo-Ortiz, Joseph Fluegemann, Sriram Narasimhan, Rupak Biswas, Vadim N. Smelyanskiy

Diagnosing the minimal set of faults capable of explaining a set of given observations, e. g., from sensor readouts, is a hard combinatorial optimization problem usually tackled with artificial intelligence techniques.

Quantum Physics

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