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Author

Jaswinder Singh

Observed names: J. Singh, Singh, Jaswinder, Singh, Jaswinder; Assistant Prof. CSE, GJUS&T, Hisar (Haryana) -125001,India
Observed institutions: Griffith University, Guru Jambheshwar University of Science and Technology, Shenzhen Bay Laboratory, Amity University Gurugram, Sri Guru Ram Das University of Health Sciences Sri Amritsar, KIIT University, Chitkara University, Punjab Agricultural University
ORCID: 0000-0002-0478-5533
Observed ORCIDs: 0000-0002-0478-5533, 0000-0003-4974-5188
OpenAlex ID: A5013626970
RNA secondary structure prediction using an ensemble of two-dimensional deep neural networks and transfer learning
2019 · Jaswinder Singh, Jack Hanson, et al. · Nature Communications · 426
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A Study on Single and Multi-layer Perceptron Neural Network
2019 · Jaswinder Singh, Rajdeep Banerjee · International Conference on Computing Methodologies and Communication (ICCMC) · 147
Multiple sequence alignment-based RNA language model and its application to structural inference
2023 · Yikun Zhang, Mei Lang, et al. · Nucleic Acids Research · 127
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Single‐sequence‐based prediction of protein secondary structures and solvent accessibility by deep whole‐sequence learning
2018 · Rhys Heffernan, Kuldip Paliwal, et al. · Journal of Computational Chemistry · 115
Improved RNA secondary structure and tertiary base-pairing prediction using evolutionary profile, mutational coupling and two-dimensional transfer learning
2021 · Jaswinder Singh, Kuldip Paliwal, et al. · Bioinformatics · 114
Reaching alignment-profile-based accuracy in predicting protein secondary and tertiary structural properties without alignment
2022 · Jaspreet Singh, Kuldip Paliwal, et al. · Scientific Reports · 60
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SPOT-Contact-LM: improving single-sequence-based prediction of protein contact map using a transformer language model
2022 · Jaspreet Singh, Thomas Litfin, et al. · Bioinformatics · 51
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SPOT-1D-Single: improving the single-sequence-based prediction of protein secondary structure, backbone angles, solvent accessibility and half-sphere exposures using a large training set and ensembled deep learning
2021 · Jaspreet Singh, Thomas Litfin, et al. · Bioinformatics · 49
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RNAcmap: a fully automatic pipeline for predicting contact maps of RNAs by evolutionary coupling analysis
2021 · Tongchuan Zhang, Jaswinder Singh, et al. · Bioinformatics · 45
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Probing RNA structures and functions by solvent accessibility: an overview from experimental and computational perspectives
2022 · Md Solayman, Thomas Litfin, et al. · Briefings in Bioinformatics · 32
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Single-sequence and profile-based prediction of RNA solvent accessibility using dilated convolutional neural network
2020 · Anil Kumar Hanumanthappa, Jaswinder Singh, et al. · Bioinformatics · 32
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MARS and RNAcmap3: The Master Database of All Possible RNA Sequences Integrated with RNAcmap for RNA Homology Search
2024 · Ke Chen, Thomas Litfin, et al. · Genomics Proteomics & Bioinformatics · 27
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Predicting RNA distance-based contact maps by integrated deep learning on physics-inferred secondary structure and evolutionary-derived mutational coupling
2022 · Jaswinder Singh, Kuldip Paliwal, et al. · Bioinformatics · 25
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RNA Backbone Torsion and Pseudotorsion Angle Prediction Using Dilated Convolutional Neural Networks
2021 · Jaswinder Singh, Kuldip Paliwal, et al. · Journal of Chemical Information and Modeling · 23
Detecting Proline and Non-Proline Cis Isomers in Protein Structures from Sequences Using Deep Residual Ensemble Learning
2018 · Jaswinder Singh, Jack Hanson, et al. · Journal of Chemical Information and Modeling · 16
Reservoir capacity loss and sedimentation assessment of Dholbaha dam located in Punjab, India using remote sensing and bathymetric survey techniques
2023 · Mahesh Chand Singh, Avishek Prashar, et al. · Water Practice & Technology · 15
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Spatio–temporal water quality assessment of Chohal and Damsal dams located in Kandi region of Punjab, India by geospatial technique and on-site investigation
2024 · Mahesh Chand Singh, Jaswinder Singh, et al. · Environmental Earth Sciences · 13
A new family of two-dimensional codes for optical CDMA systems
2008 · Jaswinder Singh, Maninder Lal Singh · Optik · 10
Assessment of reservoir capacity and sedimentation rate in Chohal Dam, Punjab, India, using multi-satellite data
2025 · Jaswinder Singh, Mahesh Chand Singh, et al. · Water Science & Technology Water Supply · 8
Designing of guava quality classification model based on ANOVA and machine learning
2025 · Abiban Kumari, Jaswinder Singh · Scientific Reports · 7
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Evaluating reservoir capacity and sedimentation rates using geospatial technique: a case study of Chohal dam reservoir
2025 · Jaswinder Singh, Mahesh Chand Singh, et al. · Environmental Earth Sciences · 6
A Primer on Word Embedding
2021 · Satvika, Vikas Thada, et al. · Algorithms for intelligent systems · 6
Artificial Intelligence Tools in Disaster Risk Reduction and Emergency Management
2025 · Rupinder Singh, Manjinder Singh, et al. · Wiley eBooks · 5
Big Data Analytics and Pharmacovigilance—An Ethical and Legal Consideration
2018 · Jaswinder Singh, Rahat Kumar, et al. · AMEI's Current Trends in Diagnosis & Treatment · 5
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A new family of three-dimensional codes for optical CDMA systems with differential detection
2009 · Jaswinder Singh, Maninder Lal Singh · Optical Fiber Technology · 5
Works count: 51
Citation count: 1,405
H-index: 15
I10-index: 18
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