Alexander Schug's publications at NIC

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Abstract  ;  ;
Simulating tumor-induced angiogenesis in macroscopic systems
Biophysical Society Meeting 2024, Pennsylvania Convention CenterPennsylvania Convention Center, USA, 10 Feb 2024 - 14 Feb 20242024-02-102024-02-14 () [10.1016/j.bpj.2023.11.1738]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Dynamic collagen matrix model for tissue simulations on distributed memory systems
Biophysical Society Meeting 2024, Pennsylvania Convention CenterPennsylvania Convention Center, USA, 10 Feb 2024 - 14 Feb 20242024-02-102024-02-14 () [10.1016/j.bpj.2023.11.1732]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Leveraging data-efficient RNA contact prediction toward reliable RNA structure prediction
Biophysical Society Meeting 2024, Pennsylvania Convention CenterPennsylvania Convention Center, USA, 10 Feb 2024 - 14 Feb 20242024-02-102024-02-14 () [10.1016/j.bpj.2023.11.2761]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Point cloud transformers for parameter inference of large-scale tissue simulations
Biophysical Society Meeting 2024, Pennsylvania Convention CenterPennsylvania Convention Center, USA, 10 Feb 2024 - 14 Feb 20242024-02-102024-02-14 () [10.1016/j.bpj.2023.11.1988]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Machine Learning Guided RNA Structure Prediction
DPG-Frühjahrstagungen 2024, DPG 2024, HHU DüsseldorfBerlin, HHU Düsseldorf, Germany, 17 Mar 2024 - 22 Mar 20242024-03-172024-03-22 [10.34734/FZJ-2024-07616] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Contact Maps in RNA StructurePrediction
NIC Days: Biomolecular Evolution, Function, and Assembly - Theory Meets Experiment, JülichJülich, Germany, 23 Apr 2024 - 26 Apr 20242024-04-232024-04-26 BibTeX | EndNote: XML, Text | RIS

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Contact Maps in RNA Structure Prediction
DPG Frühjahrstagung SKM, SKM24, BerlinBerlin, Germany, 17 Mar 2024 - 22 Mar 20242024-03-172024-03-22   Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

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Contact maps in RNA structure prediction: Much more than pure simulation accelerators
Biophysical Society Annual Meeting, BPS, PhiladelphiaPhiladelphia, USA, 10 Feb 2024 - 14 Feb 20242024-02-102024-02-14 () [10.1016/j.bpj.2023.11.585] BibTeX | EndNote: XML, Text | RIS

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Mechanism of activation and autophosphorylation of a histidine kinase
Communications chemistry 7(1), 196 () [10.1038/s42004-024-01272-6] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Residue coevolution and mutational landscape for OmpR and NarL: You can teach old dogs new tricks
Biophysical journal 123(6), 653 - 654 () [10.1016/j.bpj.2024.02.014]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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pycofitness—Evaluating the fitness landscape of RNA and protein sequences
Bioinformatics 40(2), btae074 () [10.1093/bioinformatics/btae074] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Using machine learning to parametrize large scale tumor simulations
Biophysical journal 122(3), 413a () [10.1016/j.bpj.2022.11.2243]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Machine Learning Guided RNA Structure Prediction
Nationales Hochleistungsrechnen Conference 2023, NHR 2023, HHU DüsseldorfBerlin, HHU Düsseldorf, Germany, 18 Sep 2023 - 20 Sep 20232023-09-182023-09-20 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call)  ;  ;  ;
Machine Learning Guided RNA Structure Prediction
DPG-Frühjahrstagungen 2023, DPG 2023, HHU DüsseldorfDresden, HHU Düsseldorf, Germany, 26 Mar 2023 - 31 Mar 20232023-03-262023-03-31 BibTeX | EndNote: XML, Text | RIS

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Contact Maps in RNA Structure Prediction: Much more than pure Simulation Accelerators
1st NHR Conference, NHR23, BerlinBerlin, Germany, 18 Sep 2023 - 19 Sep 20232023-09-182023-09-19 BibTeX | EndNote: XML, Text | RIS

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On the road to cellular digital twins of in vivo tumors
DPG-Frühjahrstagung 2023, SKM23, DresdenDresden, Germany, 26 Mar 2023 - 31 Mar 20232023-03-262023-03-31   Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

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Towards cellular digital twins of in vivo tumors
Biophysical Society Annual Meeting, San DiegoSan Diego, USA, 18 Feb 2023 - 22 Feb 20232023-02-182023-02-22   Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

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Influence of Contact Map Topology on RNA Structure Prediction
DPG Frühjahrstagung, SKM23, DresdenDresden, Germany, 26 Mar 2023 - 31 Mar 20232023-03-262023-03-31   Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book  ;  ;  ;  ;  ;  ;  ;
Massively Parallel Genetic Optimization Through Asynchronous Propagation of Populations
High Performance Computing / Bhatele, Abhinav (Editor) [https://orcid.org/0000-0003-3069-3701] ; Cham : Springer Nature Switzerland, 2023, Chapter 6 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-031-32040-8=978-3-031-32041-5 ; doi:10.1007/978-3-031-32041-5
ISC High Performance 2023, ISC '23, HamburgHamburg, Germany, 21 May 2023 - 25 May 20232023-05-212023-05-25
Cham : Springer Nature Switzerland, Lecture Notes in Computer Science 13948, 106 - 124 () [10.1007/978-3-031-32041-5_6] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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CAG-Repeat RNA Hairpin Folding and Recruitment to Nuclear Speckles with a Pivotal Role of ATP as a Cosolute
Journal of the American Chemical Society 145(17), 9571 - 9583 () [10.1021/jacs.2c13653] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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RNA contact prediction by data efficient deep learning
Communications biology 6(1), 913 () [10.1038/s42003-023-05244-9] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Development of a scoring function for comparing simulated and experimental tumor spheroids
PLoS Computational Biology 19(3), e1010471 - () [10.1371/journal.pcbi.1010471] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Multiscale Modeling of Spheroid Tumors: Effect of Nutrient Availability on Tumor Evolution
The journal of physical chemistry <Washington, DC> / B 127(16), 3607–3615 () [10.1021/acs.jpcb.2c08114] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book  ;
Native-Contact Guided Replica Exchange Simulations of Structured RNA
NIC Symposium 2022: proceedings
NIC Symposium 2022, JülichJülich, Germany, 29 Sep 2022 - 30 Sep 20222022-09-292022-09-30
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 51, 65 - 74 () OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Machine learning based optimization to simulate tumor development
Biophysical journal 121(3), 123a - () [10.1016/j.bpj.2021.11.2100]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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RNA structure prediction with direct coupling analysis
Biophysical journal 121(3), 204a - () [10.1016/j.bpj.2021.11.1695]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Cellular ATP levels are paramount for governing stability and LLPS of CAG repeat-containing RNAs inside cell
Biophysical journal 121(3), 311a - () [10.1016/j.bpj.2021.11.1202]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Large-scale simulation of tumor spheroid invasion dynamics
Biophysical journal 121(3), 165a - () [10.1016/j.bpj.2021.11.1907]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Using biomolecular simulations to interpret experimental data
Biophysical journal 121(3), 321a - () [10.1016/j.bpj.2021.11.1151]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Correlated Coevolving Mutations at Protein–Protein Interfaces
Protein Interactions / Helms, Volkhard (Editor) ; : Wiley, 2022, ; ISBN: 9783527348640 ; doi:10.1002/9783527830503 Weinheim : Wiley 39-52 () [10.1002/9783527830503.ch3] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Selection of representative structures from large biomolecular ensembles
The journal of chemical physics 156(14), 144102 - () [10.1063/5.0082444] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Lecture (Other)  ;  ;
Simulation komplexer Systeme (Vorlesung mit Übungsgruppe/ Wahlpflichtveranstaltung)
Lecture at U Duisburg/Essen (Online), 1 Apr 2021 - 30 Sep 20212021-04-012021-09-30 BibTeX | EndNote: XML, Text | RIS

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Predicting Protein and RNA Structures
DFG Spring Meeting, OnlineOnline, Germany, 22 Mar 2021 - 24 Mar 20212021-03-222021-03-24 BibTeX | EndNote: XML, Text | RIS

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Using (really) big computers to simulate life
End of Year Colloqium, GermanyGermany, 16 Dec 2021 - 16 Dec 20212021-12-162021-12-16 BibTeX | EndNote: XML, Text | RIS

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Multiscale Simulation Meeting
Multiscale Simulation Meeting, onlineonline, Germany, 22 Nov 2021 - 23 Nov 20212021-11-222021-11-23 BibTeX | EndNote: XML, Text | RIS

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Predicting Protein and RNA Structures by inferring residue co-evolution
CECAM Workshop Co-evolutionary analysis meets machine learning for modelling biomolecular structures and interactions, LousanneLousanne, Switzerland, 23 Nov 2021 - 26 Nov 20212021-11-232021-11-26 BibTeX | EndNote: XML, Text | RIS

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pyrexMD: Workflow-Orientated Python Package for Replica Exchange Molecular Dynamics
The journal of open source software 6(68), 3325 - () [10.21105/joss.03325] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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CoCoNet—boosting RNA contact prediction by convolutional neural networks
Nucleic acids research 49(22), 12661 - 12672 () [10.1093/nar/gkab1144] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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CORE-MD II: A fast, adaptive, and accurate enhanced sampling method
The journal of chemical physics 155(10), 104114 - () [10.1063/5.0063664] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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The Trimeric Major Capsid Protein of Mavirus is stabilized by its Interlocked N-termini Enabling Core Flexibility for Capsid Assembly
Journal of molecular biology 433(7), 166859 - () [10.1016/j.jmb.2021.166859] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Dynamic particle swarm optimization of biomolecular simulation parameters with flexible objective functions
Nature machine intelligence 3(8), 727 - 734 () [10.1038/s42256-021-00366-3] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;
JUWELS Booster – A Supercomputer for Large-Scale AI Research
High Performance Computing / Jagode, Heike (Editor)
ISC High Performance 2021, ISC21, DigitalDigital, Germany, 24 Jun 2021 - 2 Jul 20212021-06-242021-07-02
Lecture Notes in Computer Science 12761, 453 - 468 () [10.1007/978-3-030-90539-2_31] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Structural Analysis of a Genetically Encoded FRET Biosensor by SAXS and MD Simulations
Sensors 21(12), 4144 - () [10.3390/s21124144] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Assembly of Multi‐Spheroid Cellular Architectures by Programmable Droplet Merging
Advanced materials 33(4), 2006434 - () [10.1002/adma.202006434] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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The Inhibitory Effect of a Coronavirus Spike Protein Fragment with ACE2
Biophysical journal 120(6), 1001-1010 () [10.1016/j.bpj.2020.08.022] Embargoed OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Loss Scheduling for Class-Imbalanced Image Segmentation Problems
2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA), MiamiMiami, FL, 14 Dec 2020 - 17 Dec 20202020-12-142020-12-17 IEEE 426-431 () [10.1109/ICMLA51294.2020.00073] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Emerging Tumor Development by Simulating Single-cell Events
bioRxiv beta () [10.1101/2020.08.24.264150] BibTeX | EndNote: XML, Text | RIS

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Pcdh18a regulates endocytosis of E-cadherin during axial mesoderm development in zebrafish
Histochemistry and cell biology 154(5), 463-480 () [10.1007/s00418-020-01887-5] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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FRET Dyes Significantly Affect SAXS Intensities of Proteins
Israel journal of chemistry 60(7), 725 - 734 () [10.1002/ijch.202000007] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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CORE-MD, a path correlated molecular dynamics simulation method
The journal of chemical physics 153(8), 084114 - () [10.1063/5.0015398] Embargoed OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Including residual contact information into replica-exchange MD simulations significantly enriches native-like conformations
PLOS ONE 15(11), e0242072 - () [10.1371/journal.pone.0242072] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Design of Metal-Organic Framework Templated Materials Using High-Throughput Computational Screening
Molecules 25(21), 4875 - () [10.3390/molecules25214875] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Design and Simulation of a high-resolution and high-sensitivity BrainPET insert for 7T MRI
NuklearMedizin 2020, LeipzigLeipzig, Germany, 6 Jul 2020 - 9 Jul 20202020-07-062020-07-09 OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Cells in Silico – introducing a high-performance framework for large-scale tissue modeling
BMC bioinformatics 21(1), 436 () [10.1186/s12859-020-03728-7] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Evaluating DCA-based method performances for RNA contact prediction by a well-curated data set
RNA 26(7), 794 - 802 () [10.1261/rna.073809.119]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Modeling of Wnt-mediated tissue patterning in vertebrate embryogenesis
PLoS Computational Biology 16(6), e1007417 - () [10.1371/journal.pcbi.1007417] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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pydca v1.0: a comprehensive software for direct coupling analysis of RNA and protein sequences
Bioinformatics 36(7), 2264 - 2265 () [10.1093/bioinformatics/btz892] Embargoed OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Massively Parallel Large-Scale Multi-Model Simulation of Tumour Development Including Treatments
NIC Symposium 2020
NIC Symposium 2020, JülichJülich, Germany, 27 Feb 2020 - 28 Feb 20202020-02-272020-02-28
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 50, 63 - 71 () OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Shedding light on the dark matter of the biomolecular structural universe: Progress in RNA 3D structure prediction
Methods 162-163, 68 - 73 () [10.1016/j.ymeth.2019.04.012] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Rising Up: Hierarchical Metal–Organic Frameworks in Experiments and Simulations
Advanced materials 31(26), 1901744 - () [10.1002/adma.201901744] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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diSTruct v1.0: generating biomolecular structures from distance constraints
Bioinformatics 35(24), 5337–5338 () [10.1093/bioinformatics/btz578] Embargoed OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Identification of evolutionary and kinetic drivers of NAD-dependent signaling
Proceedings of the National Academy of Sciences of the United States of America 116(32), 15957 - 15966 () [10.1073/pnas.1902346116] Embargoed OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Direct coupling analysis improves the identification of beneficial amino acid mutations for the functional thermostabilization of a delicate decarboxylase
Biological chemistry 400(11), 1519 - 1527 () [10.1515/hsz-2019-0156] Embargoed OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Rapid interpretation of small-angle X-ray scattering data
PLoS Computational Biology 15(3), e1006900 - () [10.1371/journal.pcbi.1006900] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Wnt/PCP controls spreading of Wnt/β-catenin signals by cytonemes in vertebrates
eLife 7, e36953 () [10.7554/eLife.36953] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Formation of a Secretion-Competent Protein Complex by a Dynamic Wrap-around Binding Mechanism
Journal of molecular biology 430(18 Part B), 3157-3169 () [10.1016/j.jmb.2018.07.014]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Biomolecular Structure Prediction via Coevolutionary Analysis: A Guide to the Statistical Framework
NIC Symposium 2018
NIC Symposium 2018, JülichJülich, Germany, 22 Feb 2018 - 23 Feb 20182018-02-222018-02-23
Jülich : Forschungszentrum Jülich GmbH, Zentralbibliothek, NIC Series 49, 15 - 23 () OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Simulation of FRET dyes allows quantitative comparison against experimental data
The journal of chemical physics 148(12), 123321 - () [10.1063/1.5010434] Embargoed OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Computersimulationen der molekularen Maschinerie des Lebens: Von der Proteinfaltung bis zur Medikamentenentwicklung
JSC-Jahresabschlusskolloquium 2017, JülichJülich, Germany, 12 Dec 2017 - 12 Dec 20172017-12-122017-12-12 BibTeX | EndNote: XML, Text | RIS

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Biomolecular coevolution and its applications: Going from structure prediction toward signaling, epistasis, and function
Biochemical Society transactions 45(6), 1253 - 1261 () [10.1042/BST20170063]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

Last Modified: 06.05.2022