Search Results for author: Aditya Mishra

Found 3 papers, 1 papers with code

DECODE: Data-driven Energy Consumption Prediction leveraging Historical Data and Environmental Factors in Buildings

no code implementations6 Sep 2023 Aditya Mishra, Haroon R. Lone, Aayush Mishra

In summary, our research contributes to energy prediction by offering a robust LSTM model that outperforms alternative methods and operates with remarkable efficiency, generalizability, and reliability.

energy management Management

Using LSTM for the Prediction of Disruption in ADITYA Tokamak

1 code implementation13 Jul 2020 Aman Agarwal, Aditya Mishra, Priyanka Sharma, Swati Jain, Sutapa Ranjan, Ranjana Manchanda

Major disruptions in tokamak pose a serious threat to the vessel and its surrounding pieces of equipment.

Robust Regression with Compositional Covariates

no code implementations11 Sep 2019 Aditya Mishra, Christian L. Muller

To this end, we propose a sparse robust statistical regression framework that considers compositional and non-compositional measurements as predictors and identifies outliers in continuous response variables.

Methodology Applications

Cannot find the paper you are looking for? You can Submit a new open access paper.