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🦁
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RNA secondary structure prediction using an ensemble of two-dimensional deep neural networks and transfer learning
Jaswinder Singh,
Jack Hanson,
K. Paliwal,
Yaoqi Zhou
|
8 |
2019 |
8
🦁
|
|
🐬
|
Single‐sequence‐based prediction of protein secondary structures and solvent accessibility by deep whole‐sequence learning
Rhys Heffernan,
K. Paliwal,
James G. Lyons,
Jaswinder Singh,
Yuedong Yang,
Yaoqi Zhou
|
6 |
2018 |
6
🐬
|
|
🦁
|
Improved RNA secondary structure and tertiary base-pairing prediction using evolutionary profile, mutational coupling and two-dimensional transfer learning
Jaswinder Singh,
K. Paliwal,
Tongchuan Zhang,
Jaspreet Singh,
Thomas Litfin,
Yaoqi Zhou
|
6 |
2021 |
6
🦁
|
|
🐜
|
Multiple sequence alignment-based RNA language model and its application to structural inference
14 auth.
Yikun Zhang,
Mei Lang,
Jiuhong Jiang,
Zhiqiang Gao,
Fan Xu,
Thomas Litfin,
Ke'ai Chen,
Jaswinder Singh,
Xiansong Huang,
Guoli Song,
...
Yonghong Tian,
Jian Zhan,
Jie Chen,
Yaoqi Zhou
|
5 |
2023 |
5
🐜
|
|
🐬
|
Reaching alignment-profile-based accuracy in predicting protein secondary and tertiary structural properties without alignment
Jaspreet Singh,
K. Paliwal,
Thomas Litfin,
Jaswinder Singh,
Yaoqi Zhou
|
5 |
2022 |
5
🐬
|
|
🐬
|
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
Jaspreet Singh,
Thomas Litfin,
K. Paliwal,
Jaswinder Singh,
Anil Kumar Hanumanthappa,
Yaoqi Zhou
|
5 |
2021 |
5
🐬
|
|
🐬
|
RNAcmap: a fully automatic pipeline for predicting contact maps of RNAs by evolutionary coupling analysis
Tongchuan Zhang,
Jaswinder Singh,
Thomas Litfin,
Jian Zhan,
K. Paliwal,
Yaoqi Zhou
|
4 |
2021 |
4
🐬
|
|
🐬
|
Single-sequence and profile-based prediction of RNA solvent accessibility using dilated convolutional neural network
Anil Kumar Hanumanthappa,
Jaswinder Singh,
K. Paliwal,
Jaspreet Singh,
Yaoqi Zhou
|
4 |
2020 |
4
🐬
|
|
🦁
|
RNA Backbone Torsion and Pseudotorsion Angle Prediction Using Dilated Convolutional Neural Networks
Jaswinder Singh,
K. Paliwal,
Jaspreet Singh,
Yaoqi Zhou
|
4 |
2021 |
4
🦁
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