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Scopus Author ID: 56937324300

Biography

Dr. Shu-Wei Chang received his B.S. and M.S. degrees from National Taiwan University and his Ph.D. degree from Massachusetts Institute of Technology under the supervision of Prof. Markus J. Buehler. He is now an Associate Professor in the Department of Civil Engineering at National Taiwan University (NTU), Taiwan. Prior to joining NTU, Dr. Chang had worked as a postdoctoral researcher at Massachusetts Institute of Technology. His research interests are associated with the employment of atomistic and multiscale computational modeling to understand the mechanics of materials, including biomaterials and synthetic materials at the nano- and micro- scales, with an aim to integrate nanoscale approaches to engineering problems.

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Education and qualifications (1)

Massachusetts Institute of Technology: Cambridge, US

PhD (Civil and Environmental Engineering)
Education
Source: Self-asserted source
Shu-Wei Chang

Works (50 of 68)

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Page 1 of 2

GraphLOGIC: Lethality prediction of osteogenesis imperfecta on type I collagen by a mechanics-informed graph neural network

International Journal of Biological Macromolecules
2025 | Journal article
DOI: 10.1016/j.ijbiomac.2024.139001
EID:

2-s2.0-85213210241

Part of ISSN: 18790003 01418130
Contributors: Hui, W.-H.; Chen, Y.-L.; Chang, S.-W.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Effects of aging and diabetes on the deformation mechanisms and molecular structural characteristics of collagen fibrils under daily activity

International Journal of Biological Macromolecules
2024 | Journal article
DOI: 10.1016/j.ijbiomac.2023.127603
EID:

2-s2.0-85175710534

Part of ISSN: 18790003 01418130
Contributors: Hui, W.-H.; Chen, Y.-L.; Chang, S.-W.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Recent advances in the integration of protein mechanics and machine learning

Extreme Mechanics Letters
2024 | Journal article
DOI: 10.1016/j.eml.2024.102236
EID:

2-s2.0-85204870554

Part of ISSN: 23524316
Contributors: Chen, Y.-L.; Chang, S.-W.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier
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Structural basis and synergism of ATP and Na<sup>+</sup> activation in bacterial K<sup>+</sup> uptake system KtrAB

Nature Communications
2024 | Journal article
DOI: 10.1038/s41467-024-48057-y
EID:

2-s2.0-85192356343

Part of ISSN: 20411723
Contributors: Chiang, W.T.; Chang, Y.-K.; Hui, W.-H.; Chang, S.-W.; Liao, C.-Y.; Chang, Y.-C.; Chen, C.-J.; Wang, W.-C.; Lai, C.-C.; Wang, C.-H. et al.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

3D-Printed Inherently Porous Structures with Tetrahedral Lattice Architecture: Experimental and Computational Study of Their Mechanical Behavior

Macromolecular Materials and Engineering
2023 | Journal article
DOI: 10.1002/mame.202300041
EID:

2-s2.0-85162061773

Part of ISSN: 14392054 14387492
Contributors: Kuzina, M.A.; Kurpiers, C.M.; Tsai, Y.-Y.; Schwaiger, R.; Chang, S.-W.; Levkin, P.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Molecular interactions of tannic acid and matrix metalloproteinases 2 and 9

Computational and Structural Biotechnology Journal
2023 | Journal article
DOI: 10.1016/j.csbj.2023.04.011
Contributors: Ya-Tang Chiang; Yu-Bai Xiao; Shan-hui Hsu; Shu-Wei Chang; Chia-Ching Chou
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Unraveling the molecular mechanism of collagen flexibility during physiological warmup using molecular dynamics simulation and machine learning

Computational and Structural Biotechnology Journal
2023 | Journal article
DOI: 10.1016/j.csbj.2023.02.017
Contributors: Wei-Han Hui; Pei-Hsin Chiu; Ian-Ian Ng; Shu-Wei Chang; Chia-Ching Chou; Hsiang-Ho Chen
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Theory-inspired machine learning for stress–strain curve prediction of short fiber-reinforced composites with unseen design space

Extreme Mechanics Letters
2023-12 | Journal article
DOI: 10.1016/j.eml.2023.102097
Contributors: Meng-Lin Tsai; Chang-Wei Huang; Shu-Wei Chang
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Machine learning model for preoperative assessment of ultrasound diathermy with implants

International Journal of Thermal Sciences
2023-11 | Journal article
DOI: 10.1016/j.ijthermalsci.2023.108499
Contributors: Hsiu-Chin Hsu; Siang-Rong Lin; Hung-Wei Chen; Chia-Ching Chou; Shu-Wei Chang; Chang-Wei Huang
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Effects of the Degree of Phenol Substitution on Molecular Structures and Properties of Chitosan-Phenol-Based Self-Healing Hydrogels

ACS Biomaterials Science & Engineering
2023-11-13 | Journal article
DOI: 10.1021/acsbiomaterials.3c00948
Contributors: Tian-Yu Gong; Shan-hui Hsu; Shu-Wei Chang; Chia-Ching Chou
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Mechanical and Crack Propagating Behavior of Sierpiński Carpet Composites

ACS Biomaterials Science & Engineering
2023-07-10 | Journal article
DOI: 10.1021/acsbiomaterials.0c01595
Contributors: Ya-Yun Tsai; Yuan Chiang; Jacqueline L. Buford; Meng-Lin Tsai; Hsien-Chun Chen; Shu-Wei Chang
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Pullout Strength of Triply Periodic Minimal Surface-Structured Bone Implants

International Journal of Mechanical Sciences
2023-01 | Journal article
DOI: 10.1016/j.ijmecsci.2022.107795
Contributors: Ya-Yun Tsai; Shu-Wei Chang
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Corrigendum: ImageMech: From Image to Particle Spring Network for Mechanical Characterization(Front. Mater., (2022), 8, (803875), 10.3389/fmats.2021.803875)

Frontiers in Materials
2022 | Journal article
DOI: 10.3389/fmats.2022.883245
EID:

2-s2.0-85129737140

Part of ISSN: 22968016
Contributors: Chiang, Y.; Chiu, T.-W.; Chang, S.-W.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Deep learning for detecting supraspinatus calcific tendinopathy on ultrasound images

Journal of Medical Ultrasound
2022 | Journal article
DOI: 10.4103/jmu.jmu_182_21
EID:

2-s2.0-85139024614

Part of ISSN: 09296441
Contributors: Chiu, P.-H.; Boudier-Revéret, M.; Chang, S.-W.; Wu, C.-H.; Chen, W.-S.; Özçakar, L.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

ImageMech: From image to particle spring network for mechanical characterization

arXiv
2022 | Other
DOI: 10.48550/arxiv.2201.04565
EID:

2-s2.0-85171069310

Part of ISSN: 23318422
Contributors: Chiang, Y.; Chiu, T.-W.; Chang, S.-W.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

ImageMech: From Image to Particle Spring Network for Mechanical Characterization

Frontiers in Materials
2022 | Journal article
DOI: 10.3389/fmats.2021.803875
EID:

2-s2.0-85123438747

Part of ISSN: 22968016
Contributors: Chiang, Y.; Chiu, T.-W.; Chang, S.-W.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Molecular interaction mechanisms of glycol chitosan self-healing hydrogel as a drug delivery system for gemcitabine and doxorubicin

Computational and Structural Biotechnology Journal
2022 | Journal article
DOI: 10.1016/j.csbj.2022.01.013
EID:

2-s2.0-85123683021

Part of ISSN: 20010370
Contributors: Huang, T.-H.; Hsu, S.-H.; Chang, S.-W.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Predicting pullout strength of pedicle screws in broken bones from X-ray images

Journal of the Mechanical Behavior of Biomedical Materials
2022 | Journal article
DOI: 10.1016/j.jmbbm.2022.105366
EID:

2-s2.0-85134725041

Part of ISSN: 18780180 17516161
Contributors: Tsai, Y.-Y.; Hsieh, M.-K.; Lai, P.-L.; Tai, C.-L.; Chang, S.-W.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Encoding protein dynamic information in graph representation for functional residue identification

Cell Reports Physical Science
2022-07 | Journal article
DOI: 10.1016/j.xcrp.2022.100975
Contributors: Yuan Chiang; Wei-Han Hui; Shu-Wei Chang
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The Role of Cross-Linkers in the Mechanical Responses of Gold Nanoparticle Assemblies

The Journal of Physical Chemistry C
2022-04-14 | Journal article
DOI: 10.1021/acs.jpcc.2c00630
Contributors: Kai-Chih Yeh; Ya-Yun Tsai; Shu-Wei Chang
Source: check_circle
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Size effects of mechanical properties of nanohoneycomb with multiple surface orientations

Mechanics of Materials
2022-02 | Journal article
DOI: 10.1016/j.mechmat.2021.104178
Contributors: Ya-Yun Tsai; Shu-Wei Chang
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An injectable, self-healing phenol-functionalized chitosan hydrogel with fast gelling property and visible light-crosslinking capability for 3D printing

Acta Biomaterialia
2021 | Journal article
DOI: 10.1016/j.actbio.2020.12.051
EID:

2-s2.0-85099608566

Part of ISSN: 18787568 17427061
Contributors: Liu, Y.; Wong, C.-W.; Chang, S.-W.; Hsu, S.-H.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Bridging the gap between NMR measured mean silicate chain length and nano-scale silicate polymorphism of calcium silicate hydrates

Cement and Concrete Research
2021 | Journal article
DOI: 10.1016/j.cemconres.2020.106268
EID:

2-s2.0-85095708366

Part of ISSN: 00088846
Contributors: Chiang, Y.; Chang, S.-W.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Circulating p-cresyl sulfate, non-hepatic alkaline phosphatase and risk of bone fracture events in chronic kidney disease-mineral bone disease

Toxins
2021 | Journal article
DOI: 10.3390/toxins13070479
EID:

2-s2.0-85111053400

Part of ISSN: 20726651
Contributors: Chang, J.-F.; Hsieh, C.-Y.; Liou, J.-C.; Lu, K.-C.; Zheng, C.-M.; Wu, M.-S.; Chang, S.-W.; Wang, T.-M.; Wu, C.-C.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Computational insights into the substrate recognition mechanism of cartilage extracellular matrix degradation

Computational and Structural Biotechnology Journal
2021 | Journal article
DOI: 10.1016/j.csbj.2021.10.002
EID:

2-s2.0-85116874531

Part of ISSN: 20010370
Contributors: Lai, Y.-Y.; Li, D.; Chang, S.-W.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Encoding protein dynamic information in graph representation for functional residue identification

arXiv
2021 | Other
DOI: 10.48550/arXiv.2112.12033
EID:

2-s2.0-85134361506

Part of ISSN: 23318422
Contributors: Chiang, Y.; Hui, W.-H.; Chang, S.-W.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Fat-bone relationship in chronic kidney disease—mineral bone disorders: Adiponectin is associated with skeletal events among hemodialysis patients

Diagnostics
2021 | Journal article
DOI: 10.3390/diagnostics11071254
EID:

2-s2.0-85111131436

Part of ISSN: 20754418
Contributors: Chen, P.-C.; Chang, S.-W.; Hsieh, C.-Y.; Liou, J.-C.; Chang, J.-F.; Wang, T.-M.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Geometrically toughening mechanism of cellular composites inspired by Fibonacci lattice in Liquidambar formosana

Composite Structures
2021 | Journal article
DOI: 10.1016/j.compstruct.2020.113349
EID:

2-s2.0-85097465542

Part of ISSN: 02638223
Contributors: Chiang, Y.; Tung, C.-C.; Lin, X.-D.; Chen, P.-Y.; Chen, C.-S.; Chang, S.-W.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

High-dimensional phase space reconstruction with a convolutional neural network for structural health monitoring

Sensors
2021 | Journal article
DOI: 10.3390/s21103514
EID:

2-s2.0-85105862586

Part of ISSN: 14248220
Contributors: Chen, Y.-L.; Chiang, Y.; Chiu, P.-H.; Huang, I.-C.; Xiao, Y.-B.; Chang, S.-W.; Huang, C.-W.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Mechanical properties and deformation mechanisms in CoCrFeMnNi high entropy alloys: A molecular dynamics study

Materials Chemistry and Physics
2021 | Journal article
DOI: 10.1016/j.matchemphys.2021.124912
EID:

2-s2.0-85109210502

Part of ISSN: 02540584
Contributors: Chen, K.-T.; Wei, T.-J.; Li, G.-C.; Chen, M.-Y.; Chen, Y.-S.; Chang, S.-W.; Yen, H.-W.; Chen, C.-S.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Tunable interface hardening: Designing tough bio-inspired composites through 3D printing, testing, and computational validation

Composites Part B: Engineering
2021 | Journal article
DOI: 10.1016/j.compositesb.2021.108754
EID:

2-s2.0-85103308229

Part of ISSN: 13598368
Contributors: Ghimire, A.; Tsai, Y.-Y.; Chen, P.-Y.; Chang, S.-W.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

A Joint Evaluation of Neurohormone Vasopressin-Neurophysin II-Copeptin and Aortic Arch Calcification on Mortality Risks in Hemodialysis Patients

Frontiers in Medicine
2020 | Journal article
DOI: 10.3389/fmed.2020.00102
EID:

2-s2.0-85083298824

Part of ISSN: 2296858X
Contributors: Chang, J.-F.; Chou, Y.-S.; Wu, C.-C.; Chen, P.-C.; Ko, W.-C.; Liou, J.-C.; Hsieh, C.-Y.; Lin, W.-N.; Wen, L.-L.; Chang, S.-W. et al.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Structural characterization of the CD44 stem region for standard and cancer-associated isoforms

International Journal of Molecular Sciences
2020 | Journal article
DOI: 10.3390/ijms21010336
EID:

2-s2.0-85077978146

Part of ISSN: 14220067 16616596
Contributors: Chen, K.-L.; Li, D.; Lu, T.-X.; Chang, S.-W.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

The structural changes of the mutated ankyrin repeat domain of the human TRPV4 channel alter its ATP binding ability

Journal of the Mechanical Behavior of Biomedical Materials
2020 | Journal article
DOI: 10.1016/j.jmbbm.2019.103407
EID:

2-s2.0-85071653969

Part of ISSN: 18780180 17516161
Contributors: Li, D.; Kao, T.-H.; Chang, S.-W.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Uremic Vascular Calcification Is Correlated With Oxidative Elastic Lamina Injury, Contractile Smooth Muscle Cell Loss, Osteogenesis, and Apoptosis: The Human Pathobiological Evidence

Frontiers in Medicine
2020 | Journal article
DOI: 10.3389/fmed.2020.00078
EID:

2-s2.0-85083089837

Part of ISSN: 2296858X
Contributors: Chang, J.-F.; Liu, S.-H.; Lu, K.-C.; Ka, S.-M.; Hsieh, C.-Y.; Ho, C.-T.; Lin, W.-N.; Wen, L.-L.; Liou, J.-C.; Chang, S.-W. et al.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Full Atomistic Simulation of Cross-Linked Gold Nanoparticle Assemblies

Multiscale Science and Engineering
2020-12 | Journal article
DOI: 10.1007/s42493-020-00050-5
Contributors: Kai-Chih Yeh; Yuan Chiang; Shu-Wei Chang
Source: check_circle
Crossref

Effect of pH on Molecular Structures and Network of Glycol Chitosan

ACS Biomaterials Science & Engineering
2020-01-13 | Journal article
DOI: 10.1021/acsbiomaterials.9b01101
Contributors: Shun-Chieh Hsu; Shan-hui Hsu; Shu-Wei Chang
Source: check_circle
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Effects of deformation rate on the unbinding pathway of the MMP8-Aggrecan_IGD complex in cartilage

CMES - Computer Modeling in Engineering and Sciences
2019 | Journal article
DOI: 10.32604/cmes.2019.06475
EID:

2-s2.0-85071841452

Part of ISSN: 15261506 15261492
Contributors: Li, D.; Chang, S.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Molecular Structures and Mechanisms of Waterborne Biodegradable Polyurethane Nanoparticles

Computational and Structural Biotechnology Journal
2019 | Journal article
DOI: 10.1016/j.csbj.2018.12.007
Contributors: Chien-Hui Wen; Shun-Chieh Hsu; Shan-hui Hsu; Shu-Wei Chang
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Targeting ROS and cPLA2/COX2 expressions ameliorated renal damage in obese mice with endotoxemia

International Journal of Molecular Sciences
2019 | Journal article
DOI: 10.3390/ijms20184393
EID:

2-s2.0-85071976240

Part of ISSN: 14220067 16616596
Contributors: Chang, J.-F.; Yeh, J.-C.; Ho, C.-T.; Liu, S.-H.; Hsieh, C.-Y.; Wang, T.-M.; Chang, S.-W.; Lee, I.-T.; Huang, K.-Y.; Wang, J.-Y. et al.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Galectin-3 interacts with vascular cell adhesion molecule-1 to increase cardiovascular mortality in hemodialysis patients

Journal of Clinical Medicine
2018 | Journal article
DOI: 10.3390/jcm7100300
EID:

2-s2.0-85069978188

Part of ISSN: 20770383
Contributors: Ko, W.-C.; Choy, C.-S.; Lin, W.-N.; Chang, S.-W.; Liou, J.-C.; Tung, T.-H.; Hsieh, C.-Y.; Chang, J.-F.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Integration of high-resolution laser displacement sensors and 3D printing for structural health monitoring

Sensors (Switzerland)
2018 | Journal article
DOI: 10.3390/s18010019
EID:

2-s2.0-85039700471

Part of ISSN: 14248220
Contributors: Chang, S.-W.; Lin, T.-K.; Kuo, S.-Y.; Huang, T.-H.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Non-hepatic alkaline phosphatase, hs-CRP and progression of vertebral fracture in patients with rheumatoid arthritis: A population-based longitudinal study

Journal of Clinical Medicine
2018 | Journal article
DOI: 10.3390/jcm7110439
EID:

2-s2.0-85080123050

Part of ISSN: 20770383
Contributors: Yeh, J.-C.; Wu, C.-C.; Choy, C.-S.; Chang, S.-W.; Liou, J.-C.; Chen, K.-S.; Tung, T.-H.; Lin, W.-N.; Hsieh, C.-Y.; Ho, C.-T. et al.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Phase-Field Modeling of Microstructural Evolution by Freeze-Casting

Advanced Engineering Materials
2018 | Journal article
DOI: 10.1002/adem.201700343
EID:

2-s2.0-85027516957

Part of ISSN: 15272648 14381656
Contributors: Huang, T.-H.; Huang, T.-H.; Lin, Y.-S.; Chang, C.-H.; Chen, P.-Y.; Chang, S.-W.; Chen, C.-S.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Ultrasound-responsive NIPAM-based hydrogels with tunable profile of controlled release of large molecules

Ultrasonics
2018 | Journal article
DOI: 10.1016/j.ultras.2017.03.019
EID:

2-s2.0-85017343360

Part of ISSN: 0041624X
Contributors: Wu, C.-H.; Sun, M.-K.; Shieh, J.; Chen, C.-S.; Huang, C.-W.; Dai, C.-A.; Chang, S.-W.; Chen, W.-S.; Young, T.-H.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Microcrack patterns control the mechanical strength in the biocomposites

Materials & Design
2018-02 | Journal article
DOI: 10.1016/j.matdes.2017.12.015
Contributors: Tsung-Hui Huang; Chuin-Shan Chen; Shu-Wei Chang
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Molecular dynamics simulations of waterborne biodegradable for 3D printing

Simulation for Additive Manufacturing 2017, Sinam 2017
2017 | Conference paper
EID:

2-s2.0-85045512411
Contributors: Wen, C.-H.; Kuan, Y.-H.; Hsu, S.-H.; Chang, S.-W.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Structural Insights into the Glycine Pair Motifs in Type III Collagen

ACS Biomaterials Science and Engineering
2017 | Journal article
DOI: 10.1021/acsbiomaterials.6b00512
EID:

2-s2.0-85015194457

Part of ISSN: 23739878
Contributors: An, B.; Chang, S.-W.; Hoop, C.; Baum, J.; Buehler, M.J.; Kaplan, D.L.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Multiscale modeling of nano-biosensors

Multiscale Materials Modeling: Approaches to Full Multiscaling
2016 | Book chapter
Part of DOI: 10.1515/9783110412451_016
EID:

2-s2.0-85014192799

Part of ISBN: 9783110412451 9783110412369
Contributors: Chen, C.-S.; Shih, Y.-C.; Chou, C.-C.; Chang, S.-W.; Liou, C.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier

Studies of chain substitution caused sub-fibril level differences in stiffness and ultrastructure of wildtype and oim/oim collagen fibers using multifrequency-AFM and molecular modeling

Biomaterials
2016 | Journal article
DOI: 10.1016/j.biomaterials.2016.08.038
EID:

2-s2.0-84983782692

Part of ISSN: 18785905 01429612
Contributors: Li, T.; Chang, S.-W.; Rodriguez-Florez, N.; Buehler, M.J.; Shefelbine, S.; Dao, M.; Zeng, K.
Source: Self-asserted source
Shu-Wei Chang via Scopus - Elsevier
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Peer review (41 reviews for 20 publications/grants)

Review activity for ACS applied materials & interfaces. (3)
Review activity for ACS biomaterials science & engineering. (3)
Review activity for Acta biomaterialia. (2)
Review activity for Bio-Design and Manufacturing (1)
Review activity for Biomedical engineering advances. (1)
Review activity for Composite structures (6)
Review activity for Computational materials science. (1)
Review activity for Current opinion in solid state & materials science. (1)
Review activity for Extreme mechanics letters. (2)
Review activity for Journal of cleaner production. (1)
Review activity for Journal of engineering mechanics / (1)
Review activity for Journal of Molecular Biology. (1)
Review activity for Journal of physical chemistry. (2)
Review activity for Journal of structural engineering. (1)
Review activity for Materials today. (2)
Review activity for Matter. (5)
Review activity for Mechanics of materials. (2)
Review activity for Multiscale science and engineering. (4)
Review activity for npj aging and mechanisms of disease. (1)
Review activity for npj computational materials. (1)
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