Minkyung Baek

Seoul National University of Science and Technology

Also affiliated with Seoul National University, Artificial Intelligence in Medicine (Canada)

Biochemistry, Genetics and Molecular BiologyMaterials ScienceComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 19 papers. Top paper: “Scaffolding protein functional sites using deep learning”.

Scaffolding protein functional sites using deep learning

Science(2022)10.1126/science.abn2100

N/A

0.926DataRank · unranked

478 citations

Sidney Lisanza, David Juergens, Doug Tischer, Joseph L. Watson, Karla M. Castro +19 more

Peptide-binding specificity prediction using fine-tuned protein structure prediction networks

Proceedings of the National Academy of Sciences(2023)10.1073/pnas.2216697120

N/A

0.722DataRank · unranked

122 citations

Justas Dauparas, Minkyung Baek, Mohamad H. Abedi, David Baker, Philip Bradley +1 more

Democratizing protein language models with parameter-efficient fine-tuning

Proceedings of the National Academy of Sciences(2024)10.1073/pnas.2405840121

N/A

0.663DataRank · unranked

82 citations

Meghana Kshirsagar, Minkyung Baek, Rahul Dodhia, Juan Lavista Ferres, Bonnie Berger +1 more

Hallucinating protein assemblies

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.06.09.493773

N/A

0.241DataRank · unranked

4 citations

Lukas F. Milles, Alexis Courbet, Robert J. Ragotte, Justas Dauparas, Elias S. Kinfu +11 more

The ΦPA3 Phage Nucleus is Enclosed by a Self-Assembling, 2D Crystalline Lattice

Research Square(2022)10.21203/rs.3.rs-1531074/v1

N/A

0.127DataRank · unranked

1 citations

Axel F. Brilot, Melissa Mèndez-Moran, Minkyung Baek, Junrui Li, Claire Kokontis +5 more

The ϕPA3 Phage Nucleus is Enclosed by a Self-Assembling, 2D Crystalline Lattice

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.04.06.487387

N/A

0DataRank · unranked

7 citations

Axel F. Brilot, Melissa Mèndez-Moran, Minkyung Baek, Junrui Li, Claire Kokontis +5 more

Protein-protein interactions in the Mla lipid transport system probed by computational structure prediction and deep mutational scanning

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.12.09.519820

N/A

0DataRank · unranked

1 citations

Dhenesh Puvanendran, Max A. B. Haase, Nicolas Coudray, Ljuvica Kolich, Cherry Lam +4 more

The ϕPA3 phage nucleus is enclosed by a self-assembling 2D crystalline lattice

Nature Communications(2023)10.1038/s41467-023-36526-9

N/A

0DataRank · unranked

41 citations

Axel F. Brilot, Melissa Mèndez-Moran, Claire Kokontis, Minkyung Baek, Junrui Li +5 more

Protein–protein interactions in the Mla lipid transport system probed by computational structure prediction and deep mutational scanning

Journal of Biological Chemistry(2023)10.1016/j.jbc.2023.104744

N/A

0DataRank · unranked

25 citations

Dhenesh Puvanendran, Max A. B. Haase, Nicolas Coudray, Ljuvica Kolich, Cherry Lam +4 more

Generalized Biomolecular Modeling and Design with RoseTTAFold All-Atom

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.10.09.561603

N/A

0DataRank · unranked

110 citations

Jue Wang, Woody Ahern, Pascal Sturmfels, Preetham Venkatesh, Indrek Kalvet +14 more

Democratizing Protein Language Models with Parameter-Efficient Fine-Tuning

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.11.09.566187

N/A

0DataRank · unranked

15 citations

Meghana Kshirsagar, Minkyung Baek, Bonnie Berger, Rahul Dodhia, Juan Lavista Ferres +1 more

Computing the Human Interactome

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.10.01.615885

N/A

0DataRank · unranked

30 citations

Ian R. Humphreys, Jimin Pei, Jinuk Kim, Chulwon Choi, Rongqing Yuan +7 more

Rapid and accurate prediction of protein homo-oligomer symmetry with Seq2Symm

Research Square(2024)10.21203/rs.3.rs-4215086/v1

N/A

0DataRank · unranked

6 citations

Artur Meller, Ian R. Humphreys, Samuel Sledzieski, Yixi Xu, Rahul Dodhia +7 more

Accurate prediction of protein structures and interactions using a three-track neural network

Science(2021)10.1126/science.abj8754

N/A

0DataRank · unranked

5780 citations

Frank DiMaio, Ivan Anishchenko, Justas Dauparas, Sergey Ovchinnikov, Gyu Rie Lee +27 more

Essential and virulence-related protein interactions of pathogens revealed through deep learning

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.04.12.589144

N/A

0DataRank · unranked

2 citations

Jing Zhang, Minkyung Baek, Yaxi Wang, Aditya Krishnakumar, Jimin Pei +10 more

Structure of the phosphoinositide 3-kinase (PI3K) p110γ-p101 complex reveals molecular mechanism of GPCR activation

Science Advances(2021)10.1126/sciadv.abj4282

N/A

0DataRank · unranked

64 citations

Udit Dalwadi, Kaelin D. Fleming, Carson Adams, Jordan TB Stariha, Els Pardon +8 more

Deep learning methods for designing proteins scaffolding functional sites

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.11.10.468128

N/A

0DataRank · unranked

36 citations

Sidney Lisanza, David Juergens, Doug Tischer, Ivan Anishchenko, Minkyung Baek +10 more

Structures of core eukaryotic protein complexes

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.09.30.462231

N/A

0DataRank · unranked

15 citations

Jimin Pei, Minkyung Baek, Aditya Krishnakumar, Ivan Anishchenko, Sergey Ovchinnikov +22 more

Structure of the phosphoinositide 3-kinase p110γ-p101 complex reveals molecular mechanism of GPCR activation

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.06.01.446612

N/A

0DataRank · unranked

0 citations

Udit Dalwadi, Kaelin D. Fleming, Carson Adams, Jordan TB Stariha, Els Pardon +8 more