Minkyung Baek

Molecular Biology · 2016–2026

A researcher in the Science corpus: 23 papers; trusts 34 researchers and is trusted by 1 researcher here, as inferred from the citation graph.

Subfields

• Molecular Biology — 536 citations into it; #15,586 of 17,773 by trust here, #3,004 by citations
• Materials Chemistry — 268 citations into it; #9,921 of 11,513 by trust here, #4,696 by citations
• Computational Biology & Bioinformatics — 237 citations into it
• Computational Theory and Mathematics — 88 citations into it
• Computational Chemistry & Drug Discovery — 76 citations into it
• Evaluation & Benchmarks — 27 citations into it
• 3D Vision & Pose — 6 citations into it

Whom Minkyung Baek trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Marc F. Lensink
2. Andriy Kryshtafovych
3. Kengo Sato
4. Rodrigo Vargas Honorato
5. Andrew M. Watkins
6. Hahnbeom Park
7. Jianyi Yang
8. Johannes Söding
9. Raphael J. L. Townshend
10. Adam T. Zemla

Who trusts Minkyung Baek overall

1. Tao Shen
2. Gustaf Ahdritz
3. Andriy Kryshtafovych

Papers from Minkyung Baek's perspective

Ordered by how strongly the researchers Minkyung Baek trusts endorse each paper. Same corpus, a different order for every researcher.

1. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
2. Attention is All you Need (Neural Information Processing Systems)
3. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
4. 5分で分かる!? 有名論文ナナメ読み：Jacob Devlin et al. : BERT : Pre-training of Deep Bidirectional Transformers for Language Understanding
5. ImageNet classification with deep convolutional neural networks
6. Gapped BLAST and PSI-BLAST: a new generation of protein database search programs.
7. Long Short-Term Memory
8. Improved protein structure prediction using predicted interresidue orientations
9. Highly accurate protein structure prediction with AlphaFold
10. ImageNet: A large-scale hierarchical image database

Their papers

• Prediction of homo- and hetero-protein complexes by protein docking and template-based modeling: a CASP-CAPRI experiment (2016) — 130 citations
• Computed structures of core eukaryotic protein complexes (2021) — 442 citations
• The challenge of modeling protein assemblies: the CASP12‐CAPRI experiment (2018) — 84 citations
• Deep learning methods for designing proteins scaffolding functional sites (2021) — 38 citations
• Scaffolding protein functional sites using deep learning (2022) — 414 citations
• Improved protein structure refinement guided by deep learning based accuracy estimation (2020) — 230 citations
• Broadly applicable and accurate protein design by integrating structure prediction networks and diffusion generative models (2022) — 200 citations
• Hallucinating symmetric protein assemblies (2022) — 221 citations
• Improving de novo protein binder design with deep learning (2022) — 367 citations
• Blind prediction of homo- and hetero-protein complexes: The CASP13-CAPRI experiment (2019) — 104 citations
• Force field optimization guided by small molecule crystal lattice data enables consistent sub-Angstrom protein-ligand docking (2021) — 79 citations
• Efficient and accurate prediction of protein structure using RoseTTAFold2 (2023) — 132 citations
• De novo design of protein structure and function with RFdiffusion (2023) — 1,299 citations
• Assessment of Protein Model Structure Accuracy Estimation in CASP13: Challenges in the Era of Deep Learning (2019) — 56 citations
• Accurate prediction of protein–nucleic acid complexes using RoseTTAFoldNA (2023) — 307 citations
• Accurate prediction of nucleic acid and protein-nucleic acid complexes using RoseTTAFoldNA (2022) — 60 citations
• Generalized Biomolecular Modeling and Design with RoseTTAFold All-Atom (2023) — 924 citations
• Hallucinating protein assemblies (2022) — 3 citations
• Conductance stable and mechanically durable bi-layer EGaIn composite-coated stretchable fiber for 1D bioelectronics (2023) — 599 citations
• Paclitaxel drives TREM2+ macrophage expansion underlying its inferior therapeutic efficacy compared to Nab-paclitaxel (2026) — 735 citations