Jaspreet Singh

Employment

Employment history is unavailable.

Education

• Griffith University Bachelor of Engineering with Honours in Software Engineering
  2015 - 2019

Projects & Funding

Projects & funding information is unavailable.

Publications (7)

• Improved RNA homology detection and alignment by automatic iterative search in an expanded database
  2022 DOI: 10.1101/2022.10.03.510702
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• Predicting RNA distance-based contact maps by integrated deep learning on physics-inferred secondary structure and evolutionary-derived mutational coupling
  Bioinformatics 2022 DOI: 10.1093/bioinformatics/btac421
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• SPOT-Contact-LM: improving single-sequence-based prediction of protein contact map using a transformer language model
  Bioinformatics 2022 DOI: 10.1093/bioinformatics/btac053
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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
  Bioinformatics 2021 DOI: 10.1093/bioinformatics/btab316
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• SPOT-1D-LM: Reaching Alignment-profile-based Accuracy in Predicting Protein Secondary and Tertiary Structural Properties without Alignment
  2021 DOI: 10.1101/2021.10.16.464622
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• Improved RNA secondary structure and tertiary base-pairing prediction using evolutionary profile, mutational coupling and two-dimensional transfer learning
  Bioinformatics 2021 DOI: 10.1093/bioinformatics/btab165
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• SPOT-Contact-Single: Improving Single-Sequence-Based Prediction of Protein Contact Map using a Transformer Language Model
  2021 DOI: 10.1101/2021.06.19.449089
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