Alexander Schug's publications at NIC
Abstract
Simulating tumor-induced angiogenesis in macroscopic systems
Biophysical Society Meeting 2024, Pennsylvania Convention CenterPennsylvania Convention Center, USA, 10 Feb 2024 - 14 Feb 2024
(2024) [10.1016/j.bpj.2023.11.1738]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Abstract
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 2024
(2024) [10.1016/j.bpj.2023.11.1732]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Abstract
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 2024
(2024) [10.1016/j.bpj.2023.11.2761]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Abstract
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 2024
(2024) [10.1016/j.bpj.2023.11.1988]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Poster (Other)
Machine Learning Guided RNA Structure Prediction
DPG-Frühjahrstagungen 2024, DPG 2024, HHU DüsseldorfBerlin, HHU Düsseldorf, Germany, 17 Mar 2024 - 22 Mar 2024
[10.34734/FZJ-2024-07616]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Poster (After Call)
Contact Maps in RNA StructurePrediction
NIC Days: Biomolecular Evolution, Function, and Assembly - Theory Meets Experiment, JülichJülich, Germany, 23 Apr 2024 - 26 Apr 2024
BibTeX |
EndNote:
XML,
Text |
RIS
Poster (After Call)
Contact Maps in RNA Structure Prediction
DPG Frühjahrstagung SKM, SKM24, BerlinBerlin, Germany, 17 Mar 2024 - 22 Mar 2024
Fulltext
BibTeX |
EndNote:
XML,
Text |
RIS
Poster (After Call)
Contact maps in RNA structure prediction: Much more than pure simulation accelerators
Biophysical Society Annual Meeting, BPS, PhiladelphiaPhiladelphia, USA, 10 Feb 2024 - 14 Feb 2024
(2024) [10.1016/j.bpj.2023.11.585]
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Mechanism of activation and autophosphorylation of a histidine kinase
Communications chemistry 7(1), 196 (2024) [10.1038/s42004-024-01272-6]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Residue coevolution and mutational landscape for OmpR and NarL: You can teach old dogs new tricks
Biophysical journal 123(6), 653 - 654 (2024) [10.1016/j.bpj.2024.02.014]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
pycofitness—Evaluating the fitness landscape of RNA and protein sequences
Bioinformatics 40(2), btae074 (2024) [10.1093/bioinformatics/btae074]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Using machine learning to parametrize large scale tumor simulations
Biophysical journal 122(3), 413a (2023) [10.1016/j.bpj.2022.11.2243]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Poster (After Call)
Machine Learning Guided RNA Structure Prediction
Nationales Hochleistungsrechnen Conference 2023, NHR 2023, HHU DüsseldorfBerlin, HHU Düsseldorf, Germany, 18 Sep 2023 - 20 Sep 2023
BibTeX |
EndNote:
XML,
Text |
RIS
Poster (After Call)
Machine Learning Guided RNA Structure Prediction
DPG-Frühjahrstagungen 2023, DPG 2023, HHU DüsseldorfDresden, HHU Düsseldorf, Germany, 26 Mar 2023 - 31 Mar 2023
BibTeX |
EndNote:
XML,
Text |
RIS
Conference Presentation (After Call)
Contact Maps in RNA Structure Prediction: Much more than pure Simulation Accelerators
1st NHR Conference, NHR23, BerlinBerlin, Germany, 18 Sep 2023 - 19 Sep 2023
BibTeX |
EndNote:
XML,
Text |
RIS
Conference Presentation (After Call)
On the road to cellular digital twins of in vivo tumors
DPG-Frühjahrstagung 2023, SKM23, DresdenDresden, Germany, 26 Mar 2023 - 31 Mar 2023
Fulltext
BibTeX |
EndNote:
XML,
Text |
RIS
Conference Presentation (After Call)
Towards cellular digital twins of in vivo tumors
Biophysical Society Annual Meeting, San DiegoSan Diego, USA, 18 Feb 2023 - 22 Feb 2023
Fulltext
BibTeX |
EndNote:
XML,
Text |
RIS
Poster (After Call)
Influence of Contact Map Topology on RNA Structure Prediction
DPG Frühjahrstagung, SKM23, DresdenDresden, Germany, 26 Mar 2023 - 31 Mar 2023
Fulltext
BibTeX |
EndNote:
XML,
Text |
RIS
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 2023
Cham : Springer Nature Switzerland, Lecture Notes in Computer Science 13948, 106 - 124 (2023) [10.1007/978-3-031-32041-5_6]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
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 (2023) [10.1021/jacs.2c13653]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
RNA contact prediction by data efficient deep learning
Communications biology 6(1), 913 (2023) [10.1038/s42003-023-05244-9]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Development of a scoring function for comparing simulated and experimental tumor spheroids
PLoS Computational Biology 19(3), e1010471 - (2023) [10.1371/journal.pcbi.1010471]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Multiscale Modeling of Spheroid Tumors: Effect of Nutrient Availability on Tumor Evolution
The journal of physical chemistry <Washington, DC> / B 127(16), 3607–3615 (2023) [10.1021/acs.jpcb.2c08114]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
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 2022
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 51, 65 - 74 (2022)
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Machine learning based optimization to simulate tumor development
Biophysical journal 121(3), 123a - (2022) [10.1016/j.bpj.2021.11.2100]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
RNA structure prediction with direct coupling analysis
Biophysical journal 121(3), 204a - (2022) [10.1016/j.bpj.2021.11.1695]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Cellular ATP levels are paramount for governing stability and LLPS of CAG repeat-containing RNAs inside cell
Biophysical journal 121(3), 311a - (2022) [10.1016/j.bpj.2021.11.1202]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Large-scale simulation of tumor spheroid invasion dynamics
Biophysical journal 121(3), 165a - (2022) [10.1016/j.bpj.2021.11.1907]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Using biomolecular simulations to interpret experimental data
Biophysical journal 121(3), 321a - (2022) [10.1016/j.bpj.2021.11.1151]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Contribution to a book
Correlated Coevolving Mutations at Protein–Protein Interfaces
Protein Interactions / Helms, Volkhard (Editor) ; : Wiley, 2022, ; ISBN: 9783527348640 ; doi:10.1002/9783527830503
Weinheim : Wiley 39-52 (2022) [10.1002/9783527830503.ch3]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Selection of representative structures from large biomolecular ensembles
The journal of chemical physics 156(14), 144102 - (2022) [10.1063/5.0082444]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Lecture (Other)
Simulation komplexer Systeme (Vorlesung mit Übungsgruppe/ Wahlpflichtveranstaltung)
Lecture at U Duisburg/Essen (Online), 1 Apr 2021 - 30 Sep 2021
BibTeX |
EndNote:
XML,
Text |
RIS
Conference Presentation (Invited)
Predicting Protein and RNA Structures
DFG Spring Meeting, OnlineOnline, Germany, 22 Mar 2021 - 24 Mar 2021
BibTeX |
EndNote:
XML,
Text |
RIS
Talk (non-conference) (Invited)
Using (really) big computers to simulate life
End of Year Colloqium, GermanyGermany, 16 Dec 2021 - 16 Dec 2021
BibTeX |
EndNote:
XML,
Text |
RIS
Conference / Event
Multiscale Simulation Meeting
Multiscale Simulation Meeting, onlineonline, Germany, 22 Nov 2021 - 23 Nov 2021
BibTeX |
EndNote:
XML,
Text |
RIS
Conference Presentation (Invited)
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 2021
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
pyrexMD: Workflow-Orientated Python Package for Replica Exchange Molecular Dynamics
The journal of open source software 6(68), 3325 - (2021) [10.21105/joss.03325]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
CoCoNet—boosting RNA contact prediction by convolutional neural networks
Nucleic acids research 49(22), 12661 - 12672 (2021) [10.1093/nar/gkab1144]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
CORE-MD II: A fast, adaptive, and accurate enhanced sampling method
The journal of chemical physics 155(10), 104114 - (2021) [10.1063/5.0063664]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
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 - (2021) [10.1016/j.jmb.2021.166859]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Dynamic particle swarm optimization of biomolecular simulation parameters with flexible objective functions
Nature machine intelligence 3(8), 727 - 734 (2021) [10.1038/s42256-021-00366-3]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
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 2021
Lecture Notes in Computer Science 12761, 453 - 468 (2021) [10.1007/978-3-030-90539-2_31]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Structural Analysis of a Genetically Encoded FRET Biosensor by SAXS and MD Simulations
Sensors 21(12), 4144 - (2021) [10.3390/s21124144]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Assembly of Multi‐Spheroid Cellular Architectures by Programmable Droplet Merging
Advanced materials 33(4), 2006434 - (2021) [10.1002/adma.202006434]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
The Inhibitory Effect of a Coronavirus Spike Protein Fragment with ACE2
Biophysical journal 120(6), 1001-1010 (2021) [10.1016/j.bpj.2020.08.022]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Contribution to a conference proceedings
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 2020
IEEE 426-431 (2020) [10.1109/ICMLA51294.2020.00073]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Emerging Tumor Development by Simulating Single-cell Events
bioRxiv beta (2020) [10.1101/2020.08.24.264150]
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Pcdh18a regulates endocytosis of E-cadherin during axial mesoderm development in zebrafish
Histochemistry and cell biology 154(5), 463-480 (2020) [10.1007/s00418-020-01887-5]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
FRET Dyes Significantly Affect SAXS Intensities of Proteins
Israel journal of chemistry 60(7), 725 - 734 (2020) [10.1002/ijch.202000007]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
CORE-MD, a path correlated molecular dynamics simulation method
The journal of chemical physics 153(8), 084114 - (2020) [10.1063/5.0015398]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Including residual contact information into replica-exchange MD simulations significantly enriches native-like conformations
PLOS ONE 15(11), e0242072 - (2020) [10.1371/journal.pone.0242072]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Design of Metal-Organic Framework Templated Materials Using High-Throughput Computational Screening
Molecules 25(21), 4875 - (2020) [10.3390/molecules25214875]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Poster (Other)
Design and Simulation of a high-resolution and high-sensitivity BrainPET insert for 7T MRI
NuklearMedizin 2020, LeipzigLeipzig, Germany, 6 Jul 2020 - 9 Jul 2020
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Cells in Silico – introducing a high-performance framework for large-scale tissue modeling
BMC bioinformatics 21(1), 436 (2020) [10.1186/s12859-020-03728-7]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Evaluating DCA-based method performances for RNA contact prediction by a well-curated data set
RNA 26(7), 794 - 802 (2020) [10.1261/rna.073809.119]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Modeling of Wnt-mediated tissue patterning in vertebrate embryogenesis
PLoS Computational Biology 16(6), e1007417 - (2020) [10.1371/journal.pcbi.1007417]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
pydca v1.0: a comprehensive software for direct coupling analysis of RNA and protein sequences
Bioinformatics 36(7), 2264 - 2265 (2020) [10.1093/bioinformatics/btz892]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Contribution to a conference proceedings/Contribution to a book
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 2020
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 50, 63 - 71 (2020)
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Shedding light on the dark matter of the biomolecular structural universe: Progress in RNA 3D structure prediction
Methods 162-163, 68 - 73 (2019) [10.1016/j.ymeth.2019.04.012]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Rising Up: Hierarchical Metal–Organic Frameworks in Experiments and Simulations
Advanced materials 31(26), 1901744 - (2019) [10.1002/adma.201901744]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
diSTruct v1.0: generating biomolecular structures from distance constraints
Bioinformatics 35(24), 5337–5338 (2019) [10.1093/bioinformatics/btz578]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
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 (2019) [10.1073/pnas.1902346116]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
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 (2019) [10.1515/hsz-2019-0156]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Rapid interpretation of small-angle X-ray scattering data
PLoS Computational Biology 15(3), e1006900 - (2019) [10.1371/journal.pcbi.1006900]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Wnt/PCP controls spreading of Wnt/β-catenin signals by cytonemes in vertebrates
eLife 7, e36953 (2018) [10.7554/eLife.36953]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Formation of a Secretion-Competent Protein Complex by a Dynamic Wrap-around Binding Mechanism
Journal of molecular biology 430(18 Part B), 3157-3169 (2018) [10.1016/j.jmb.2018.07.014]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Contribution to a conference proceedings/Contribution to a book
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 2018
Jülich : Forschungszentrum Jülich GmbH, Zentralbibliothek, NIC Series 49, 15 - 23 (2018)
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Simulation of FRET dyes allows quantitative comparison against experimental data
The journal of chemical physics 148(12), 123321 - (2018) [10.1063/1.5010434]
Files
Fulltext by OpenAccess repository
BibTeX |
EndNote:
XML,
Text |
RIS
Talk (non-conference) (Other)
Computersimulationen der molekularen Maschinerie des Lebens: Von der Proteinfaltung bis zur Medikamentenentwicklung
JSC-Jahresabschlusskolloquium 2017, JülichJülich, Germany, 12 Dec 2017 - 12 Dec 2017
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Biomolecular coevolution and its applications: Going from structure prediction toward signaling, epistasis, and function
Biochemical Society transactions 45(6), 1253 - 1261 (2017) [10.1042/BST20170063]
Files
BibTeX |
EndNote:
XML,
Text |
RIS