Search Results for author: Tryambak Gangopadhyay

Found 5 papers, 1 papers with code

3D Convolutional Selective Autoencoder For Instability Detection in Combustion Systems

no code implementations6 Jan 2021 Tryambak Gangopadhyay, Vikram Ramanan, Adedotun Akintayo, Paige K Boor, Soumalya Sarkar, Satyanarayanan R Chakravarthy, Soumik Sarkar

3D-CSAE consists of filters to learn, in a hierarchical fashion, the complex visual and dynamic features related to combustion instability.

Spatiotemporal Attention for Multivariate Time Series Prediction and Interpretation

2 code implementations11 Aug 2020 Tryambak Gangopadhyay, Sin Yong Tan, Zhanhong Jiang, Rui Meng, Soumik Sarkar

Accurate interpretation of such prediction outcomes from a machine learning model that explicitly captures temporal correlations can significantly benefit the domain experts.

BIG-bench Machine Learning Time Series +1

Crop Yield Prediction Integrating Genotype and Weather Variables Using Deep Learning

no code implementations24 Jun 2020 Johnathon Shook, Tryambak Gangopadhyay, Linjiang Wu, Baskar Ganapathysubramanian, Soumik Sarkar, Asheesh K. Singh

Accurate prediction of crop yield supported by scientific and domain-relevant insights, can help improve agricultural breeding, provide monitoring across diverse climatic conditions and thereby protect against climatic challenges to crop production including erratic rainfall and temperature variations.

Crop Yield Prediction Explainable Models +1

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