This book represents a collection of papers presented at the 2nd World Congress on Integrated Computational Materials Engineering (ICME), a specialty conference organized by The Minerals, Metals & Materials Society (TMS).

Preface xiAcknowledgements * xiiiConference Editors/Organizers xvICME Success Stories and ApplicationsApplication of Computational Thermodynamics and CALPHAD in Magnesium Alloy Development 3A. LuoModelling Precipitation Kinetics during Aging of Al-Mg-Si Alloys 9Q. Du, andJ. FriisModeling Processing-Property Relationships to Predict Final Aluminum Coil Quality 15K. Karhausen, G. Laptyeva, andS. NeumannResidual Stress Modeling in Aluminum Wrought Alloys 25B. Xiao, Q. Wang, C.-C. Chang, andJ. RewaldICME Approach to Corrosion Pit Growth Prediction 31K. Smith, L. Chen, R. Darling, T. Garosshen, M. Jaworowski, S. Opalka, S. Tulyani, and G. ZqfirisSteel-Ab Initio: Quantum Mechanics Guided Design of New Fe-Based Materials 37U. Prahl, W. Bleck, and A. Saeed-AkbariMicrostructure Mediated Design of Material and Product 43A. Sinha, J. Allen, J. Panchal, and F. MistreeVirtual Prototyping of Lightweight Designs Made with Cold and Hot Formed Tailored Solutions 49E. Billur, H. Porzner, and T. Alt anProcess OptimizationMultiscale Model for Non-Metallic Inclusions/Steel Composite System Using Data Science Enabled Structure-Property Linkages 57A. Gupta, A. Cecen, S. Goyal, A. Singh, andS. KalidindiA Multi-Scale, Multi-Physics Optimization Framework for Additively Manufactured Structural Components 63T. El-Wardany, M. Lynch, W. Gu, A. Hsu, M. Klecka, A. Nardi, and D. ViensOptimal Process Control through Feature-Based State Tracking Along Process Chains 69M. Senn, N. Link, and P. GumbschApplication of ICME Methods for the Development of Rapid Manufacturing Technologies 75T. Maiwald-Immer, T. Gohler, A. Fischersworring-Bunk, C. KornerF. Osmanlic, and A. BauereifiAnalytical Modeling and Performance Prediction of Remanufactured Gearbox Components 81R. Pulikollu, N. Bolander, S. Vijayakar, and M. SpiesDesign Optimization of Transmission of Si/Si02 and Ge/Si02 Multilayer Coatings 87K. Iqbal, J. Sha, and A. MaqsoodThe Study on the Induction Heating System: The Establishment of Analytical Model with Experimental Verification and the Phenomenological Study on the Process from Simulation Perspective 91T. Zhu, F. Li, X. Li, and Y. RongModelling the Process Chain of Cold Rolled Dual Phase Steel for Automotive Application 97A. Ramazani, and U. PrahlGeometric Analysis of Casting Components 103Z Quan, Z. Gao, Q. Wang, Y. Sun, X. Chen, and Y. WangA Microstructure-Strength Calculation Model for Predicting Tensile Strength of AlSi7Mg Alloy Castings 109Y. Shi, Validation of High Strength Cast Al-Zn-Mg-Cu Aluminum for Use inManufacturing Process Design 117M. David, R. Foley, J. Griffin, and C. MonroeThe Simulation as Prediction Tool to Determine the Method of Riser Calculation More Efficient 123L. Suarez, andN. CoelloMulti-Objective Optimization of Microstructure in Wrought Magnesium Alloys 129B. Radhakrishnan, S. Gorti, andS. SimunovicA Computational Framework for Integrated Process Design of High Performance Parts 135K. Agarwal, and R. ShivpuriMaterials Data for ICMEConsideration of Ecosystem for ICME 143W.RenCross-Scale, Cross-Domain Model Validation Based on Generalized Hidden Markov Model and Generalized Interval Bayes' Rule 149Y. Wang, D. McDowell, and A. TollmanApplication of Statistical and Machine Learning Techniques for Correlating Properties to Composition and Manufacturing Processes of Steels 155P. Deshpande, B. Gautham, A. Cecen, S. Kalidindi, A. Agrawal, and A. ChoudharyBuilding Blocks for ICMETowards an Integrative Simulation of Microstructural Response to Case Hardening of Microalloyed Steels 163P. Fayek, T. Petermann, and U. PrahlDuctility Prediction for Complex Magnesium Alloy Castings Using Quality Mapping 169J. Zheng, M. Li, J. Forsmark, J. Zindel, andJ. AllisonAdvanced Dilatometry and Calorimetry for the Validation of Materials Mechanical and Transformation Models 177M. Reich, B. Milkereit, M. Krawutschke, J. Kalich, C. Schick, and O. KesslerThe 3D X-Ray Crystal Microscope: An Unprecedented Tool for ICME 183G Ice, J. Budai, E. Specht, B. Larson, J. Pang, R. Barabash, J. Tischler, and W. Liu3D Hybrid Atomistic Modeling of P" in Al-Mg-Si: Putting the Full Coherency of a Needle Shaped Precipitate to the Test 189F. Ehlers, S. Dumoulin, and R. HolmestadThe Role of the CALPHAD Approach in ICME 195F. Zhang, W. Cao, S. Chen, C. Zhang, andJ. ZhuSimulations of Precipitate Microstructure Evolution during Heat Treatment 201K. Wu, G. Sterner, Q. Chen, H-J. Jou, J. Jeppsson, J. Bratberg, A. Engstrom, and P. MasonDevelopment of Gradient Cemented Carbides through ICME Strategy 207Y. Du, Y. Peng, W. Zhang, W. Chen, P. Zhou, W. Xie, K. Cheng, L. Zhang, G. Wen, andS. WangFull-Field Multi-Scale Modelling of Sheet Metal Forming Taking the Evolution of Texture and Plastic Anisotropy into Account 213P. Van Houtte, J. Gawad, P. Eyckens, A. Van Bael, G. Samaey, andD. RooseIntegrating Quench Modeling into the ICME Workflow 219A. Banka, J. Franklin, and W. NewsomeModeling Crack Propagation in Polycrystalline Alloys Using a Variational Multiscale Cohesive Method 225V. Sundararagahavan, and S. SunA Coupled Approach to Weld Pool, Phase and Residual Stress Modelling of Laser Direct Metal Deposition (LDMD) Processes 231M. Vogel, M. Khan, J. Ibara-Medina, A. Pinkerton, N. N'Dri, and M. MegahedPrediction of the Uncertainty in the Response of Lightweight Structures Consisting of Solid Foams 237J. Hohe, andC. BeckmannBuilding 3D Microstructure Database Using an Advanced Metallographic Serial Sectioning Technique and Robust 3D Segmentation Tools 243U. Adiga, M. Gorantla, J. Scott, D. Banks, and Y-S. ChoiA Brief Review of Precipitation Hardening Models for Aluminum Alloys 249G. Guo, Q. Wang, G. Wang, and Y. RongCrystal Plasticity Finite Element Modeling of Single Crystal Niobium Tensile Tests with Weighted Dynamic Hardening Rule 255A. Mapar, T. Bieler, F. Pourboghrat, and C. ComptonThree Dimensional X-ray Diffraction Contrast Tomography Reconstruction of Polycrystalline Strontium Titanate during Sintering and Electron Backscatter Diffraction Validation 259M. Syha, W. Rheinheimer, B. Loedermann, A. Graff, A. Trenkle, M. Baeurer, D.Weygand, W. Ludwig, and P. GumbschTowards the Interface Level Understanding of Internally Oxidized Metal-Oxide Composites: Cu-Al203 265Y. Jiang, G. Lan, and C. XuDislocation Density Based Crystal Plasticity Finite Element Model of Polycrystals with Grain Boundary Effect 271Z Leng, A. Alankar, D. Field, N. Allain-Bonasso, and F. WagnerICME Challenges and EducationIntegrated Realization of Engineered Materials and Products: A Foundational Problem 279J. Allen, F. Mistree, J. Panchal, B. Gautham, A. Singh, S. ReddyN. Kulkarni, and P. KumarICME-A Mere Coupling of Models or a Discipline of Its Own? 285M. Bambach, G. Schmitz, and U. PrahlKnowledge Assisted Integrated Design of a Component and Its Manufacturing Process 291B. Gautham, N. Kulkarni, D. Khan, P. Zagade, S. Reddy, andR. UppaluriAuthor Index 297Subject Index 301