12 citations · 21 across the 9 of their papers we have counts for
4 papers · 1 filter
Modeling Electrical Motor Dynamics using Encoder-Decoder with Recurrent Skip Connection
Sagar Verma, Nicolas Henwood, Marc Castella +2
Electrical motors are the most important source of mechanical energy in the industrial world. Their modeling traditionally relies on a physics-based approach, which aims at taking…
A Survey on Machine Learning Applied to Dynamic Physical Systems
Sagar Verma
This survey is on recent advancements in the intersection of physical modeling and machine learning. We focus on the modeling of nonlinear systems which are closer to electric moto…
Multi Label Restricted Boltzmann Machine for Non-Intrusive Load Monitoring
Sagar Verma, Shikha Singh, Angshul Majumdar
Increasing population indicates that energy demands need to be managed in the residential sector. Prior studies have reflected that the customers tend to reduce a significant amoun…
Collaborative Filtering with Label Consistent Restricted Boltzmann Machine
Sagar Verma, Prince Patel, Angshul Majumdar
The possibility of employing restricted Boltzmann machine (RBM) for collaborative filtering has been known for about a decade. However, there has been hardly any work on this topic…