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Jaswinder Singh

Years Active: 2019-2022
Publications (10 Years): 6

Griffith University

Griffith University (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Griffith University Feb 12o 2018

Australia

Research Student :: Griffith School of Engineering

Education History

Griffith University Jul 1o 2019

Australia

PHD :: School of Engineering and Build Environment

Publications

Jaswinder Singh, Kuldip Paliwal, Thomas Litfin, Jaspreet Singh, Yaoqi Zhou
Predicting RNA distance-based contact maps by integrated deep learning on physics-inferred secondary structure and evolutionary-derived mutational coupling. Bioinformatics (Oxford, England) 38 (16) (2022)
Md Solayman, Thomas Litfin, Jaswinder Singh, Kuldip Paliwal, Yaoqi Zhou, Jian Zhan
Probing RNA structures and functions by solvent accessibility: an overview from experimental and computational perspectives. Briefings in bioinformatics 23 (3) (2022)
Jaspreet Singh, Thomas Litfin, Jaswinder Singh, Kuldip Paliwal, Yaoqi Zhou
SPOT-Contact-LM: improving single-sequence-based prediction of protein contact map using a transformer language model. Bioinformatics (Oxford, England) 38 (7) (2022)
Anil Kumar Hanumanthappa, Jaswinder Singh, Kuldip Paliwal, Jaspreet Singh, Yaoqi Zhou
Single-sequence and profile-based prediction of RNA solvent accessibility using dilated convolutional neural network. Bioinformatics (Oxford, England) 36 (21) (2021)
Jaswinder Singh, Kuldip Paliwal, Jaspreet Singh, Yaoqi Zhou
RNA Backbone Torsion and Pseudotorsion Angle Prediction Using Dilated Convolutional Neural Networks. Journal of chemical information and modeling 61 (6) (2021)
Jaswinder Singh, Jack Hanson, Kuldip Paliwal, Yaoqi Zhou
RNA secondary structure prediction using an ensemble of two-dimensional deep neural networks and transfer learning. Nature communications 10 (1) (2019)

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