Found 197 results
Type [ Year(Asc)]
LC Brinson, LM Bartolo, B Blaiszik, D Elbert, I Foster, A Strachan, and PW Voorhees. "Community action on FAIR data will fuel a revolution in materials research." Mrs Bulletin (2023).
D Nepal, S Kang, KM Adstedt, K Kanhaiya, MR Bockstaller, LC Brinson, MJ Buehler, PV Coveney, K Dayal, JA El-Awady et al. "Hierarchically structured bioinspired nanocomposites." Nature Materials 22, no. 1 (2023): 18-35.
B Ma, NJ Finan, D Jany, ME Deagen, LS Schadler, and LC Brinson. "Machine-Learning-Assisted Understanding of Polymer Nanocomposites Composition–Property Relationship: A Case Study of NanoMine Database." Macromolecules (2023).
LS Schadler, W Chen, LC Brinson, R Sundararaman, P Prabhune, and A Iyer. "Combining Machine Learning, DFT, EFM, and Modeling to Design Nanodielectric Behavior." In Ecs Transactions, 51-60. Vol. 108. 2022.
C Burkhart, B Jiang, G Papakonstantopoulos, P Polinska, H Xu, RJ Sheridan, LC Brinson, and W Chen. "Data-Driven Multiscale Science for Tread Compounding." Tire Science and Technology (2022).
DW Collinson, N von Windheim, K Gall, and LC Brinson. "Direct evidence of interfacial crystallization preventing weld formation during fused filament fabrication of poly(ether ether ketone)." Additive Manufacturing 51 (2022).
ME Deagen, JP McCusker, T Fateye, S Stouffer, LC Brinson, DL McGuinness, and LS Schadler. "FAIR and Interactive Data Graphics from a Scientific Knowledge Graph." Scientific Data 9, no. 1 (2022).
Z Chen, A Ogren, C Daraio, LC Brinson, and C Rudin. "How to see hidden patterns in metamaterials with interpretable machine learning." Extreme Mechanics Letters 57 (2022).
ME Deagen, LC Brinson, RA Vaia, and LS Schadler. "The materials tetrahedron has a “digital twin”." Mrs Bulletin 47, no. 4 (2022): 379-388.
DW Collinson, RJ Sheridan, MJ Palmeri, and LC Brinson. "Best practices and recommendations for accurate nanomechanical characterization of heterogeneous polymer systems with atomic force microscopy." Progress in Polymer Science 119 (2021).
B Hu, A Lin, and LC Brinson. "ChemProps: A RESTful API enabled database for composite polymer name standardization." Journal of Cheminformatics 13, no. 1 (2021).
DW Collinson, PV Kolluru, N von Windheim, and LC Brinson. "Distribution of rubber particles in the weld zone of fused filament fabricated acrylonitrile butadiene styrene and the impact on weld strength." Additive Manufacturing 41 (2021).
N von Windheim, DW Collinson, T Lau, LC Brinson, and K Gall. "The influence of porosity, crystallinity and interlayer adhesion on the tensile strength of 3D printed polylactic acid (PLA)." Rapid Prototyping Journal 27, no. 7 (2021): 1327-1336.
X Li, B Ma, J Dai, C Sui, D Pande, DR Smith, LC Brinson, and P-C Hsu. "Metalized polyamide heterostructure as a moisture-responsive actuator for multimodal adaptive personal heat management." Science Advances 7, no. 51 (2021).
MD Eaton, LC Brinson, and KR Shull. "Temperature dependent fracture behavior in model epoxy networks with nanoscale heterogeneity." Polymer 221 (2021).
JW Woodcock, RJ Sheridan, R Beams, SJ Stranick, WF Mitchell, LC Brinson, V Gudapati, D Hartman, A Vaidya, JW Gilman et al. "Damage sensing using a mechanophore crosslinked epoxy resin in single-fiber composites." Composites Science and Technology 192 (2020): 108074.
A Iyer, Y Zhang, A Prasad, P Gupta, S Tao, Y Wang, P Prabhune, LS Schadler, LC Brinson, and W Chen. "Data centric nanocomposites design: Via mixed-variable Bayesian optimization." Molecular Systems Design & Engineering 5, no. 8 (2020): 1376-1390.
PP Paul, HM Paranjape, B Amin-Ahmadi, DC Pagan, YI Chumlyakov, and LC Brinson. "Heterogeneity and Inelasticity of Deformation in a Notched Martensitic NiTi Shape Memory Alloy Specimen." Acta Materialia 194 (2020): 49-59.
PP Paul, HM Paranjape, N Tamura, YI Chumlyakov, and LC Brinson. "In-situ, microscale characterization of heterogeneous deformation around notch in martensitic Shape Memory Alloy." Materials Science and Engineering: A 771 (2020).
AS Prasad, Y Wang, X Li, A Iyer, W Chen, LC Brinson, and LS Schadler. "Investigating the effect of surface modification on the dispersion process of polymer nanocomposites." Nanocomposites 6, no. 3 (2020): 111-124.
Y Wang, M Zhang, A Lin, A Iyer, AS Prasad, X Li, Y Zhang, LS Schadler, W Chen, and LC Brinson. "Mining structure–property relationships in polymer nanocomposites using data driven finite element analysis and multi-task convolutional neural networks." Molecular Systems Design & Engineering 5, no. 5 (2020): 962-975.
LS Schadler, W Chen, LC Brinson, R Sundararaman, P Gupta, P Prabhune, A Iyer, Y Wang, and A Shandilya. "A perspective on the data-driven design of polymer nanodielectrics." Journal of Physics D: Applied Physics 53, no. 33 (2020).
LC Brinson, M Deagen, W Chen, J McCusker, DL McGuinness, LS Schadler, M Palmeri, U Ghumman, A Lin, and B Hu. "Polymer Nanocomposite Data: Curation, Frameworks, Access, and Potential for Discovery and Design." Acs Macro Letters 9, no. 8 (2020): 1086-1094.
DW Collinson, HM Emnett, J Ning, MJZ Hartmann, and LC Brinson. "Tapered Polymer Whiskers to Enable Three-Dimensional Tactile Feature Extraction." Soft Robotics 8, no. 1 (2020): 44-58.
RJ Sheridan, DW Collinson, and LC Brinson. "Vanishing Cantilever Calibration Error with Magic Ratio Atomic Force Microscopy." Advanced Theory and Simulations 3, no. 8 (2020): 2000090.