Deep learning for reconstructing protein structures from cryo-EM density maps: recent advances and future directions N Giri, RS Roy, J Cheng Current Opinion in Structural Biology 79, 102536, 2023 | 30 | 2023 |
Impact of AlphaFold on structure prediction of protein complexes: The CASP15‐CAPRI experiment MF Lensink, G Brysbaert, N Raouraoua, PA Bates, M Giulini, RV Honorato, ... Proteins: Structure, Function, and Bioinformatics 91 (12), 1658-1683, 2023 | 23 | 2023 |
Improving protein–ligand interaction modeling with cryo-em data, templates, and deep learning in 2021 ligand model challenge N Giri, J Cheng Biomolecules 13 (1), 132, 2023 | 14 | 2023 |
High-performance deep learning toolbox for genome-scale prediction of protein structure and function M Gao, P Lund-Andersen, A Morehead, S Mahmud, C Chen, X Chen, ... 2021 IEEE/ACM Workshop on Machine Learning in High Performance Computing …, 2021 | 11 | 2021 |
Combining pairwise structural similarity and deep learning interface contact prediction to estimate protein complex model accuracy in CASP15 RS Roy, J Liu, N Giri, Z Guo, J Cheng Proteins: Structure, Function, and Bioinformatics 91 (12), 1889-1902, 2023 | 9* | 2023 |
De novo atomic protein structure modeling for cryoEM density maps using 3D transformer and HMM N Giri, J Cheng Nature Communications 15 (1), 5511, 2024 | 5* | 2024 |
Drlcomplex: Reconstruction of protein quaternary structures using deep reinforcement learning E Soltanikazemi, RS Roy, F Quadir, N Giri, A Morehead, J Cheng arXiv preprint arXiv:2205.13594, 2022 | 5 | 2022 |
Cryo2StructData: A Large Labeled Cryo-EM Density Map Dataset for AI-based Modeling of Protein Structures N Giri, L Wang, J Cheng Nature Scientific Data, 2023.06. 14.545024v2, 2024 | 3 | 2024 |
Outcomes of the EMDataResource Cryo-EM Ligand Modeling Challenge CL Lawson, A Kryshtafovych, GD Pintilie, SK Burley, J Černý, VB Chen, ... Research Square, 2024 | 1 | 2024 |
Deep Learning for Protein-Ligand Docking: Are We There Yet? A Morehead, N Giri, J Liu, J Cheng arXiv preprint arXiv:2405.14108, 2024 | | 2024 |
Recommendation System Using Factorization Model and MapReduce Framework N Giri https://doi.org/10.5281/zenodo.6591586, 2020 | | 2020 |