{"id":{"repo_id":"unm","oai_identifier":"oai:digitalrepository.unm.edu:math_etds-1025"},"canonical_url":"https://search.dev.ndltd.org/etd/unm/oai:digitalrepository.unm.edu:math_etds-1025","repository":{"repo_id":"unm","name":"University of New Mexico","base_url":"https://digitalrepository.unm.edu/do/oai/"},"display":{"title":"Modeling the Mechanical Response of Polycrystalline Thin Films","abstract":"Microelectromechanical systems (MEMS) are part of every modern technological advance. Electrodeposited thin nickel (Ni) polycrystalline films in MEMS often show fiber texture resulting in transverse isotropic elastic properties. It is of interest to determine these elastic properties, in particular the in-plane Young's modulus, since it plays a fundamental role in device performance. The fabrication process of MEMS films introduces uncertainties in the microstructure geometry, crystallographic texture, the crystal elastic constants, the physical film dimensions and other parameters. In this thesis the numerical value of the in-plane Young's modulus of thin Ni polycrystalline films is predicted. The predicted values lie between the Reuss-Voigt averages, a result that is consistent with theory. Additionally the uncertainties of the predictions of the in-plane Young's moduli are quantified by taking into account the uncertainties in microstructure geometry, crystallographic texture, and the numerical values of the Ni single-crystal constants. Representative volumes of the microstructure geometry are modeled with Voronoi diagrams. The crystallographic texture is numerically generated from real X-ray diffraction experimental data by using a texture discretization algorithm. The Young's modulus is estimated by simulating uniaxial stress tests on the numerically generated microstructures with a self-consistent fast Fourier transform (FFT) method. The uncertainties in microstructure geometry, crystallographic texture, and single-crystal elastic constant values are treated as epistemic due to the lack of available experimental data. The sensitivity of the in-plane Young's modulus is examined with respect to the three uncertainties addressed above. The study of the propagation of uncertainties throughout the model lead us to the conclusion that the in-plane Young's modulus of the electrodeposited thin Ni films is extremely sensitive only with respect to the uncertainties in the Ni crystal constants. A Voronoi based algorithm that attempts to simulate the complete polycrystalline film microstructure geometry is also developed for future large-scale simulations. Finally a J2 plasticity model that attempts to decribe the overall mechanical response of the Ni film is developed. The J2 model is based on a phase-field dislocation model developed by Koslowski and it includes the Hall-Petch size effect. The numerical predictions of the J2 model are compared with real tensile stress experiments performed on as-deposited and annealed Ni samples. The J2 model predictions show good agreement with phase-field simulations, and capture aspects of size effects.","abstract_html":"Microelectromechanical systems (MEMS) are part of every modern technological advance. Electrodeposited thin nickel (Ni) polycrystalline films in MEMS often show fiber texture resulting in transverse isotropic elastic properties. It is of interest to determine these elastic properties, in particular the in-plane Young's modulus, since it plays a fundamental role in device performance. The fabrication process of MEMS films introduces uncertainties in the microstructure geometry, crystallographic texture, the crystal elastic constants, the physical film dimensions and other parameters. In this thesis the numerical value of the in-plane Young's modulus of thin Ni polycrystalline films is predicted. The predicted values lie between the Reuss-Voigt averages, a result that is consistent with theory. Additionally the uncertainties of the predictions of the in-plane Young's moduli are quantified by taking into account the uncertainties in microstructure geometry, crystallographic texture, and the numerical values of the Ni single-crystal constants. Representative volumes of the microstructure geometry are modeled with Voronoi diagrams. The crystallographic texture is numerically generated from real X-ray diffraction experimental data by using a texture discretization algorithm. The Young's modulus is estimated by simulating uniaxial stress tests on the numerically generated microstructures with a self-consistent fast Fourier transform (FFT) method. The uncertainties in microstructure geometry, crystallographic texture, and single-crystal elastic constant values are treated as epistemic due to the lack of available experimental data. The sensitivity of the in-plane Young's modulus is examined with respect to the three uncertainties addressed above. The study of the propagation of uncertainties throughout the model lead us to the conclusion that the in-plane Young's modulus of the electrodeposited thin Ni films is extremely sensitive only with respect to the uncertainties in the Ni crystal constants. A Voronoi based algorithm that attempts to simulate the complete polycrystalline film microstructure geometry is also developed for future large-scale simulations. Finally a J2 plasticity model that attempts to decribe the overall mechanical response of the Ni film is developed. The J2 model is based on a phase-field dislocation model developed by Koslowski and it includes the Hall-Petch size effect. The numerical predictions of the J2 model are compared with real tensile stress experiments performed on as-deposited and annealed Ni samples. The J2 model predictions show good agreement with phase-field simulations, and capture aspects of size effects.","abstract_has_math":false,"creators":["Madrid, Pedro Joaquin"],"institution":null,"degree_name":"Mathematics","degree_level":"Doctoral","degree_discipline":"Mathematics & Statistics","degree_department":null,"school":null,"contributors":["Sulsky, Deborah","Deborah Sulsky","Evangelos A. Coutsias","Jens Lorenz","Yu-Lin Shen"],"advisors":[],"committee_chairs":[],"committee_members":[],"year":2014,"date_issued":"2014-02-13T08:00:00Z","date_published":"2014-02-13T08:00:00Z","updated_at":"2026-07-24T05:27:37Z","subjects":["Texture Analysis","In-plane Young's Modulus","MEMS","Crystal Plasticity","ODF"],"languages":["English"],"rights":[],"rights_urls":[],"identifier_entries":[{"key":"dc:identifier","label":"Identifier","values":["https://digitalrepository.unm.edu/math_etds/26"],"render_values":[{"text":"https://digitalrepository.unm.edu/math_etds/26","href":"https://digitalrepository.unm.edu/math_etds/26","code":true}]}]},"links":{"outbound_url":"http://hdl.handle.net/1928/23563","outbound_label":"Handle","outbound_source":"dc:identifier"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:contributor","label":"Contributor","values":["Sulsky, Deborah","Deborah Sulsky","Evangelos A. 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Electrodeposited thin nickel (Ni) polycrystalline films in MEMS often show fiber texture resulting in transverse isotropic elastic properties. It is of interest to determine these elastic properties, in particular the in-plane Young's modulus, since it plays a fundamental role in device performance. The fabrication process of MEMS films introduces uncertainties in the microstructure geometry, crystallographic texture, the crystal elastic constants, the physical film dimensions and other parameters. In this thesis the numerical value of the in-plane Young's modulus of thin Ni polycrystalline films is predicted. The predicted values lie between the Reuss-Voigt averages, a result that is consistent with theory. Additionally the uncertainties of the predictions of the in-plane Young's moduli are quantified by taking into account the uncertainties in microstructure geometry, crystallographic texture, and the numerical values of the Ni single-crystal constants. Representative volumes of the microstructure geometry are modeled with Voronoi diagrams. The crystallographic texture is numerically generated from real X-ray diffraction experimental data by using a texture discretization algorithm. The Young's modulus is estimated by simulating uniaxial stress tests on the numerically generated microstructures with a self-consistent fast Fourier transform (FFT) method. The uncertainties in microstructure geometry, crystallographic texture, and single-crystal elastic constant values are treated as epistemic due to the lack of available experimental data. The sensitivity of the in-plane Young's modulus is examined with respect to the three uncertainties addressed above. The study of the propagation of uncertainties throughout the model lead us to the conclusion that the in-plane Young's modulus of the electrodeposited thin Ni films is extremely sensitive only with respect to the uncertainties in the Ni crystal constants. A Voronoi based algorithm that attempts to simulate the complete polycrystalline film microstructure geometry is also developed for future large-scale simulations. Finally a J2 plasticity model that attempts to decribe the overall mechanical response of the Ni film is developed. The J2 model is based on a phase-field dislocation model developed by Koslowski and it includes the Hall-Petch size effect. The numerical predictions of the J2 model are compared with real tensile stress experiments performed on as-deposited and annealed Ni samples. The J2 model predictions show good agreement with phase-field simulations, and capture aspects of size effects."]},{"key":"dc:title","label":"Title","values":["Modeling the Mechanical Response of Polycrystalline Thin Films"]}]}],"canonical_facts":{"dc:contributor":["Sulsky, Deborah","Deborah Sulsky","Evangelos A. Coutsias","Jens Lorenz","Yu-Lin Shen"],"dc:creator":["Madrid, Pedro Joaquin"],"dc:description.abstract":["Microelectromechanical systems (MEMS) are part of every modern technological advance. Electrodeposited thin nickel (Ni) polycrystalline films in MEMS often show fiber texture resulting in transverse isotropic elastic properties. It is of interest to determine these elastic properties, in particular the in-plane Young's modulus, since it plays a fundamental role in device performance. The fabrication process of MEMS films introduces uncertainties in the microstructure geometry, crystallographic texture, the crystal elastic constants, the physical film dimensions and other parameters. In this thesis the numerical value of the in-plane Young's modulus of thin Ni polycrystalline films is predicted. The predicted values lie between the Reuss-Voigt averages, a result that is consistent with theory. Additionally the uncertainties of the predictions of the in-plane Young's moduli are quantified by taking into account the uncertainties in microstructure geometry, crystallographic texture, and the numerical values of the Ni single-crystal constants. Representative volumes of the microstructure geometry are modeled with Voronoi diagrams. The crystallographic texture is numerically generated from real X-ray diffraction experimental data by using a texture discretization algorithm. The Young's modulus is estimated by simulating uniaxial stress tests on the numerically generated microstructures with a self-consistent fast Fourier transform (FFT) method. The uncertainties in microstructure geometry, crystallographic texture, and single-crystal elastic constant values are treated as epistemic due to the lack of available experimental data. The sensitivity of the in-plane Young's modulus is examined with respect to the three uncertainties addressed above. The study of the propagation of uncertainties throughout the model lead us to the conclusion that the in-plane Young's modulus of the electrodeposited thin Ni films is extremely sensitive only with respect to the uncertainties in the Ni crystal constants. A Voronoi based algorithm that attempts to simulate the complete polycrystalline film microstructure geometry is also developed for future large-scale simulations. Finally a J2 plasticity model that attempts to decribe the overall mechanical response of the Ni film is developed. The J2 model is based on a phase-field dislocation model developed by Koslowski and it includes the Hall-Petch size effect. The numerical predictions of the J2 model are compared with real tensile stress experiments performed on as-deposited and annealed Ni samples. The J2 model predictions show good agreement with phase-field simulations, and capture aspects of size effects."],"dc:identifier":["http://hdl.handle.net/1928/23563","https://digitalrepository.unm.edu/math_etds/26"],"dc:language":["English"],"dc:subject":["Texture Analysis","In-plane Young's Modulus","MEMS","Crystal Plasticity","ODF"],"dc:title":["Modeling the Mechanical Response of Polycrystalline Thin Films"],"thesis:degree_discipline":["Mathematics & Statistics"],"thesis:degree_level":["Doctoral","Dissertation"],"thesis:degree_name":["Mathematics"]},"updated_at":"2026-07-24T05:27:37Z"}