Data Sampling Schemes for Microstructure Design with Vibrational Tuning Constraints

Microstructures significantly impact the performance of sensitively engineered components, such as wireless impact detectors used in military vehicles or sensors used in aircrafts. These components...

[1]  G. Akhras,et al.  Modeling a Galfenol based stress sensor capable of sensing up to three axial stresses , 2013 .

[2]  P. Neumann,et al.  Representation of orientation and disorientation data for cubic, hexagonal, tetragonal and orthorhombic crystals , 1991 .

[3]  Marcelo J. Dapino,et al.  Behavior and Mechanics of Multifunctional and Composite Materials 2008 , 2007 .

[4]  Virginia Torczon,et al.  On the Convergence of Pattern Search Algorithms , 1997, SIAM J. Optim..

[5]  A. Choudhary,et al.  Perspective: Materials informatics and big data: Realization of the “fourth paradigm” of science in materials science , 2016 .

[6]  Charles Audet,et al.  A Pattern Search Filter Method for Nonlinear Programming without Derivatives , 2001, SIAM J. Optim..

[7]  W. Marsden I and J , 2012 .

[8]  E. Summers,et al.  Texture development in Galfenol wire , 2013 .

[9]  T. Lograsso,et al.  Tensile properties of magnetostrictive iron–gallium alloys , 2004 .

[10]  Parijat Deshpande,et al.  Exploration of data science techniques to predict fatigue strength of steel from composition and processing parameters , 2014, Integrating Materials and Manufacturing Innovation.

[11]  Yunzhi Wang,et al.  Microstructure and transformation texture evolution during α precipitation in polycrystalline α/β titanium alloys – A simulation study , 2015 .

[12]  Alison B. Flatau,et al.  Magnetoelastic bending of Galfenol for sensor applications , 2005 .

[13]  D. Chung,et al.  The Elastic Anisotropy of Crystals , 1967 .

[14]  O. Engler,et al.  Introduction to texture analysis : macrotexture, microtexture and orientation mapping , 2000 .

[15]  Pinar Acar,et al.  Utilization of a Linear Solver for Multiscale Design and Optimization of Microstructures in an Airframe Panel Buckling Problem , 2016 .

[16]  R. Kellogg,et al.  Development and modeling of iron-gallium alloys , 2003 .

[17]  A. Clark,et al.  Measurement of d15 in Fe100−xGax (x=12.5,15,18.4,22), Fe50Co50, and Fe81Al19 highly textured polycrystalline rods , 2008 .

[18]  G. B. Olson,et al.  Computational Design of Hierarchically Structured Materials , 1997 .

[19]  N. Srisukhumbowornchai,et al.  Crystallographic textures in rolled and annealed Fe-Ga and Fe-Al alloys , 2004 .

[20]  D. Schwarzenbach Acta Crystallographica Section A: Foundations of Crystallography , 2005 .

[21]  A. Olabi,et al.  Design and application of magnetostrictive materials , 2008 .

[22]  Paolo Ruggerone,et al.  Computational Materials Science X , 2002 .

[23]  Gregory P. Carman,et al.  High strain-rate magnetoelasticity in Galfenol , 2015 .

[24]  H. Bunge Texture Analysis in Materials Science: Mathematical Methods , 2013 .

[25]  Eric Summers,et al.  Magnetic and mechanical properties of polycrystalline Galfenol , 2004, SPIE Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

[26]  P. Dawson,et al.  Computational modeling of f.c.c. deformation textures over Rodrigues' space , 2000 .

[27]  Marilyn Wun-Fogle,et al.  Magnetostrictive Properties of Galfenol Alloys Under Compressive Stress , 2002 .

[28]  Alok Choudhary,et al.  Combinatorial screening for new materials in unconstrained composition space with machine learning , 2014 .

[29]  Alison B. Flatau,et al.  Temperature and stress dependencies of the magnetic and magnetostrictive properties of Fe0.81Ga0.19 , 2002 .

[30]  Marilyn Wun-Fogle,et al.  Magnetostrictive properties of body-centered cubic Fe-Ga and Fe-Ga-Al alloys , 2000 .

[31]  John E. Beasley Advances in Linear and Integer Programming , 1996 .

[32]  Xiaoshan Lin,et al.  Finite Elements in Analysis and Design , 2011 .

[33]  U. F. Kocks,et al.  Texture and Anisotropy: Preferred Orientations in Polycrystals and their Effect on Materials Properties , 1998 .

[34]  Robert Michael Lewis,et al.  Pattern Search Methods for Linearly Constrained Minimization , 1999, SIAM J. Optim..

[35]  V. Sundararaghavan,et al.  Simulation of magnetostrictive properties of Galfenol under thermomechanical deformation , 2017 .

[36]  Haimin Yao,et al.  Journal of the Mechanics and Physics of Solids , 2014 .

[37]  Alok Choudhary,et al.  A General-Purpose Machine Learning Framework for Predicting Properties of Inorganic Materials , 2016 .

[38]  H. Garmestani,et al.  Microstructure-sensitive design of a compliant beam , 2001 .

[39]  S. Na,et al.  Deformation behavior and magnetostriction of polycrystalline Fe–Ga–X (X=B,C,Mn,Mo,Nb,NbC) alloys , 2008 .

[40]  S. Kalidindi,et al.  Microstructure sensitive design of an orthotropic plate subjected to tensile load , 2004 .

[41]  Supratik Datta,et al.  Magnetostrictive Vibration Sensor based on Iron-Gallium Alloy , 2005 .

[42]  Charles Audet,et al.  Analysis of Generalized Pattern Searches , 2000, SIAM J. Optim..

[43]  N. Zabaras,et al.  Linear analysis of texture-property relationships using process-based representations of Rodrigues space , 2007 .

[44]  P. Gehring,et al.  Role of nanoscale precipitates on the enhanced magnetostriction of heat-treated galfenol (Fe1-xGax) alloys. , 2009, Physical review letters.

[45]  Alison B. Flatau,et al.  Secondary recrystallization, crystallographic texture and magnetostriction in rolled Fe-Ga based alloys , 2007 .

[46]  T. Higuchi,et al.  Machining of iron–gallium alloy for microactuator , 2007 .

[47]  Robert Michael Lewis,et al.  Pattern Search Algorithms for Bound Constrained Minimization , 1999, SIAM J. Optim..

[48]  P. Bouchilloux,et al.  Actuators, transducers and motors based on giant magnetostrictive materials , 1997 .

[49]  Yoshio Sakka,et al.  IOP Conference Series: Materials Science and Engineering , 2022, IOP Conference Series: Materials Science and Engineering.

[50]  A. Mahadevan,et al.  Dependence of magnetic susceptibility on stress in textured polycrystalline Fe81.6Ga18.4 and Fe79.1Ga20.9 Galfenol alloys , 2010 .

[51]  V. Sundararaghavan,et al.  Utilization of a Linear Solver for Multiscale Design and Optimization of Microstructures , 2016 .

[52]  Tianli Zhang,et al.  Design of a uniform bias magnetic field for giant magnetostrictive actuators applying triple-ring magnets , 2013 .

[53]  John W. Cell,et al.  Stephen Timoshenko-60th Anniversary Volume , 1940 .

[54]  S. Kalidindi,et al.  Application of microstructure sensitive design to structural components produced from hexagonal polycrystalline metals , 2008 .

[55]  Ankit Agrawal,et al.  Machine learning approaches for elastic localization linkages in high-contrast composite materials , 2015, Integrating Materials and Manufacturing Innovation.

[56]  V. Sundararaghavan,et al.  Linear Solution Scheme for Microstructure Design with Process Constraints , 2016 .