A Computational Tool for Designing Protective Oxide Scale Formation

A Digital Engineering Framework to Enable the Incorporation of Material Pedigree and Dtate Information into the Product Design Cycle

A Multiscale Approach on Strategy to Mitigate Deformation Twinning in Magnesium Alloys

A Static and Dynamic Recrystallization Internal State Variable Constitutive Model Based on Microstructures and Its History Effect

A Thermo-Mechanical Model for Prediction of Residual State during Wire Arc Additive Manufacturing (WAAM)

Accelerated HEA Development and Evaluation via Combined Approach of Additive Manufacturing, Machine Learning, and Thermodynamic Modeling

Accelerated ICME Design and Development of a New Single Crystal Ni Alloy with High Performance and Processibility

Accelerating the Broad Implementation of Verification and Validation in Computational Models of the Mechanics of Materials and Structures: A Science and Technology Accelerator Study

Advancements in EBSD Using Machine Learning

AI-based High-Throughput Screening Framework for Battery Materials Design

Alloy Design Using Integrated High-Throughput Additive Manufacturing, Characterization, and Computation

An ICME Approach to Development of a Low-Cost Magnesium Sheet Component for Automotive Applications

An ICME Framework for Heat Treating Additively Manufactured Nitrogen Atomized 17-4PH Stainless Steel

An Integrated Recursive Framework for Arbitrarily Multiscale and Multi-fidelity Modeling

Analysis and Numerical Simulation of Microstructural Anisotropy Behavior of DIN 1623 St14 Steel Before and After Recrystallisation

Analysis and Numerical Simulation of Plastic Anisotropy Behavior of DIN 1623 St14 Steel Sheet Under Associated Flow Rule Approach

Atomistic Simulation and Calculation of Interfacial Properties of Fe, Fe3Al8, and FeZn13 in Galvanized Steels

Bridging High-Fidelity and Macroscopic Simulations of the Laser Powder Bed Fusion Processes

Calculation of Initial Stage of Solidified Shell Deformation During γ to δ Transformation in Continuous Casting Mold of Steel

CALPHAD-Guided Alloy Design and Processing Approach for Strong and Tough Titanium Boride Based Ceramics & Composites

Computational Design of Lithium-ion Batteries Using Multi-Scale Models and Machine Learning

Computational Fluid Dynamic Analysis to Evaluate Coating Film Thickness During Dip Coating Process

Computational Study of Li-Ion Conduction Mechanisms in Solid Electrolytes

Core Structure, Energy, and Mobility of Pyramidal Dislocations in Magnesium

DAMASK - Experiences from 10 Years ICME Software Development for Physics-based ICME

Data-driven Design, Discovery, and Development (D5)TM of Novel Corrosion-Resistant Coating Alloys for Galvanizing of New Advanced High Strength Steels (AHSS)

Deformation Mechanisms of Additively Manufactured FeMnCoCrAl High Entropy Alloy with Interstitial Carbon - ICME Approach

Design by Fluid Flow Science for Multi-Metals Additive Manufacturing

Design of an Austenitic Steel Weldment System Using ICME

Design of Stable Nanocrystalline Aluminum by Evolutionary Computation

Discovery of Novel High-Entropy Ceramics via Machine Learning

Effect of Grain Boundary Migration on Radiation Induced Segregation in Polycrystalline Metal

Effects of Boundary Conditions on Microstructure-Sensitive Fatigue Crystal Plasticity Analysis

Exascale Cellular Automata for Simulating Grain Structures in Additive Manufacturing

Experimentalists in Quarantine: Building ICME Infrastructure and Talent Pipelines

Exploration of Microstructural Evolution for Aluminum Alloy Powders through In-Situ TEM and DICTRA Simulations

Exploring the Vast Refractory-HEAs Composition Space: CALPHAD Database Development and Alloy Optimization

ExtremeMAT (XMAT) — Recent Progress and Lessons Learned

ExtremeMat: Towards Microstructure and Composition Sensitive Models for the Creep Deformation of Engineering Steels

Fabrication of Precise Functionally Graded Materials (FGMs) via Directed Energy Deposition (DED)

FAIR Digital Object Framework and Materials Science and Engineering

Fatigue Strength Prediction and High-Throughput Design by Mechanics Theory Guided Transfer Learning for Extremely Small Sample Database of Steels

Fenics-Forming: Phase-Field Modeling of Ductile Fracture with FEniCS

First-Principles Statistical Mechanics to Connect Electronic Structure to Materials Properties at Meso and Macroscopic Scales

First Principles Prediction of Al-Cu, Al-Li and Al-Cu-Li Phase Diagrams

Formation of Crystalline Defects in Rapid Solidification

Full-Field Homogenization Including Non-Local Regularization of Ductile Fracture in Heterogeneous Materials by Means of FFT

Full Field Modeling of Austenitic Stainless Steel Solidification Features in Laser Powder Bed Fusion Melt Pools

Generation of Large-Scale Three-Dimensional Microstructures from Surface Images: Application to Additive Manufacturing

Heat Source Sizing for FEA of NAB Using Wire-Fed AM

Holistic Approaches to Establish Diffusion Mobility Databases for ICME Kinetics Simulations

Holistic Integration of Experimental and Computational Approaches and Data for Rapid Establishment of Diffusion Databases for ICME

Hybrid Quantum–Classical Simulations of Metal Corrosion in Aqueous Environments

Hybrid Twin – Combining Physics- and Data-Based Models in a Consistent Digital Thread Spanning the AM Process Chain

ICME Framework to Predict the Precipitation Kinetics and Microstructural Evolution of Hot-Rolled TRIP Steel

ICME Modeling of Fabrication of U-10%wt Mo Alloys

ICME of Additively Manufactured Metals: New Computational Tools and the Central Role of Materials Data

Image Processing Based Failure Site Prediction of PC Wires During Wiredrawing Using Supervised Machine Learning Approach

Implementing Reactive Molecular Dynamics Simulations to Predict Residual Stresses in Polymers Using ICME

Importance of Silica Hydroxylation in Ampyra Adsorption: DFT Study

In-situ Testing to Acquire HR EBSD and DIC Strain Data within a Coincident Domain

Integrated Simulation of the Heat Treatment and Calculation of the Load Bearing Capacity of Sintered Gears

Investigation of Liquid-Assisted Void Healing in Solders

Investigation of Time and Temperature Dependency of Cavitation Resistance of Al and Mg with Nonequilibrium Vacancy Concentrations

Large Volume Grain Statistics with Laboratory Diffraction Contrast Tomography

Machine Learning Assisted Yield Strength and Hardness Prediction of Multi-Principal Element Alloys

Machine Learning Based Hierarchical Multiscale Modeling of Mechanical Deformation for Metal-Matrix-Nanocomposites

Machine Learning Feature Selection for Predicting Corrosion Rates In High-Entropy Alloys

Machine Learning with Real-World Micrographs: A Study of Data Quality and Model Robustness

Materials Data Management to Meet Additive Manufacturing Requirements

Materials Discovery via Machine Learning: Modeling Across Properties and Uncertainty Predictions

Measurement of Flow Stresses at High Strain Rates and Temperatures for Improved Simulation of Friction Stir Welding

Microstructure-Sensitive Thermomechanical Forming Simulation Capability

Microstructure Classification and Quantification Method for Regular SEM Images of Complex Steel Microstructures Combining EBSD Labeling and Deep Learning

Microstructure Evolution During Multi-Stand Hot Rolling

Modeling Magnetic Field Influence on Iron Alloy Phase Transformations

Modeling Microstructural Evolution in Laser Powder Bed Fusion with Kinetic Monte Carlo and Lattice-Boltzmann Cellular Automata Methods

Modeling of Coupled Diffusion Transport in Cylindrical Transformations

Modeling of Grain Structure Development as a Function of Melt Pool Shape and Grid Resolution During Alloy AM

Molecular Dynamics Simulation-Based Polymer Matrix Composite Model

Molecular Dynamics Simulation of Adhesive Response to Aging for Epoxy Polymer

MPMD ICME Industry Implementation Award Recipient - ICME for High Strength Metal Alloys: Current Status and Future Challenges

Multi-Objective Optimization of CALPHAD and Empirical Models to Discover New High-Temperature metallic Glasses

Multi-Scale Simulations of Crystallographic Facet-Orientation Dependent Corrosion Behavior in Metallic Alloys

Multiscale Model for Colony Breakdown Prediction in Two-Phase Titanium Alloys

Multiscale Modeling of Microstructure Formation in Directed Energy Deposition for Nickel-Based Superalloys

Multiscale Thermal Conductivity Modeling of 3D Woven Composite Thermal Protection System Materials

New Open-Source Tools to Support a Robust ICME Infrastructure for Engineering the Mesoscale

Now On-Demand Only- Exploring the Role of Uncertainty Quantification in Thermodynamic Data and Models

Numerical Simulation and Analysis of Solid Phase Processing: A Validated Friction Extrusion Smoothed Particle Hydrodynamics Model

Numerical Study on a Heat Transfer Model in the Solid-Carbon/Liquid-Copper-Silicon System

Object-Oriented Finite-Elements for Materials Science

Organizational Implementation of ICME in the Laboratory

Phase Field Modelling of Microstructural Evolution in Double-Soaked Medium-Manganese Steels

Phonon Based Universal Sampling Method for Machine Learning Interatomic Potentials

Predicting As-Built Additively Manufactured Microstructures and Residual Stress Using the CAFE Model

Prediction of Corrosion Behaviour of Additively Manufactured Nickel Based Super Alloy Using Machine Learning

Prediction of Rubber Failures Properties: Effects of Aging

Prediction of the Columnar-to-Equiaxed Transition During Additive Manufacturing of Concentrated Multicomponent Alloys

Prisms-Plasticity: An Open-Source Crystal Plasticity Finite Element Software

Process Modeling of Cure in Epoxy Based Polymer Matrix Composites Using ICME

Process Modeling of Virtually Reconstructed Composites with ICME

Residual Heat Effect on the Melt Pool Geometry During the Laser Powder Bed Fusion Process

Sharp Phase-Field Modeling of γ" Microstructure Evolution in Ni-base Superalloys

Size Effects in Nano-Reinforced Polymers; from Interfacial Interactions to Bulk Properties

Structure-Property (Small Punch Creep Rupture) Relationships in Low Carbon Steels

Study of Dendrite Growth in Nickel-Based Superalloy Directional Solidification via a GPU-Accelerated Multiphase-Field-Lattice Boltzmann Method

Templated Product-Phase Microstructure via Directed Solid-State Synthesis: A Combined Mesoscale Modeling and Machine-Learning Approach

The ExaAM AM Process-Aware Material Model

The Influence of Pore Defects on the Mechanical Behavior of Product Parts Using Micromechanics

The Materials Commons 2.0: Findable, Accessible, Understandable Materials Data

The PRISMS-PF Phase-Field Modeling Framework: Applications and Integration with Other PRISMS Computational Frameworks

Theoretical Model of the Flow Properties of Post Processed Direct Metal Laser Sintering Ti6Al4V

Towards to an ICME Approach for the Discovery of Lightweight High Entropy Alloys

Understanding the Interplay between Orientation, Temperature and Lamellar Thickness of Fully Lamellar Titanium Aluminides: A Crystal Plasticity Finite Element Study

Understanding the Keyhole Dynamics in Laser Welding with Computer Vision and Data Analytics Applied to Time-Resolved X-Ray Imaging

Using CASM for Development of Computational Software Tools

Virtual Testing of Structural Composites: A Multiscale Perspective

ZEISS ZEN Intellesis - a Powerful and Open Machine Learning Ecosystem for Materials Microscopy

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