Materials Informatics Lab
Publications

The record

Our published papers and manuscripts, see also Google Scholar

By year

41 entries
2026
Eutectic and Peritectic Equilibria in Coherent Binary Alloys

S. Hassan, J. Wang, T. Meissner, P. A. Deymier, M. I. Latypov

arXiv
Hearing the Forest for the Trees: Machine Learning and Topological Acoustics for Remote Sensing with Seismic Noise

J. Wang, I.-T. Huang, B. Luo, S. L. Beck, F. Huettmann, S. DeVaughn, B. Stilin, K. Runge, P. Deymier, M. I. Latypov

arXiv
Lattice Genome: Representation and Analysis of Heterogeneous Crystalline Microstructures

J. Wang, M. Calvat, J. C. Stinville, M. I. Latypov

arXiv
Neural Electron Backscatter Diffraction

I.-T. Huang, M. I. Latypov

arXiv
Thermodynamic Assessment of the Ba–La–S and Ga–La–S Systems

J. Wang, G. Hu, P. Lucas, M. I. Latypov

Calphad
2025
Design of Sustainable Mortar Incorporating Construction and Demolition Waste through Adaptive Experiments Accelerated by Machine Learning

T. Tawiah Baah, H. Zeng, M. I. Latypov, H. J. Kim

Results in Engineering
FIP-GNN: Graph Neural Networks for Scalable Prediction of Grain-Level Fatigue Indicator Parameters

G.-J. Sim, M.-G. Lee, M. I. Latypov

Scripta Materialia
Geometric Phase Sensing of Environmental Conditions Using Ambient Seismic Noise: An Application From Southwest Iceland

B. Luo, P. A. Deymier, S. L. Beck, K. Runge, F. Huettmann, S. DeVaughn, M. I. Latypov

Earth and Space Science
Machine Learning of Impact Behavior in Cold Spray of Similar and Dissimilar Metals

Y. Nikravesh, K. Muralidharan, G. Frantziskonis, M. I. Latypov

Integrating Materials and Manufacturing Innovation
Machine Learning of Microstructure–Property Relationships in Materials Leveraging Microstructure Representation from Foundational Vision Transformers

S. E. Whitman, M. I. Latypov

Acta Materialia
Multi-Objective Adaptive Experimental Approach for Optimizing 3D Concrete Printing Mixtures and Parameters Incorporating Construction and Demolition Waste for Sustainable Construction

T. T. Baah, H.-J. Kim, M. I. Latypov

Discover Concrete and Cement
SR-CLD: Spatially Resolved Chord Length Distributions for Statistical Description and Visualization of Non-uniform Microstructures

S. E. Whitman, M. I. Latypov

Metallurgical and Materials Transactions A
2024
AnisoGNN: Graph Neural Networks Generalizing to Anisotropic Properties of Polycrystals

G. Hu, M. I. Latypov

Computational Materials Science
Automated Segmentation and Chord Length Distribution of Melt Pools in Complex 3D Printed Metal Artifacts

S. E. Whitman, G. Hu, H. C. Taylor, R. B. Wicker, M. I. Latypov

Integrating Materials and Manufacturing Innovation
High-Throughput Extraction of Phase–Property Relationships from Literature Using Natural Language Processing and Large Language Models

L. Montanelli, V. Venugopal, E. A. Olivetti, M. I. Latypov

Integrating Materials and Manufacturing Innovation
Learning Microstructure–Property Relationships in Materials with Robust Features from Vision Transformers

S. E. Whitman, G. Hu, M. I. Latypov

Computer Vision for Materials Science - CVPR 2024 Workshop
Machine Learning for Predicting Compressive Strength of Sustainable Cement Paste Incorporating Copper Mine Tailings as Supplementary Cementitious Materials

E. O. Kurniati, H. Zeng, M. I. Latypov, H. J. Kim

Case Studies in Construction Materials
2023
AnisoGNN: Physics-Informed Graph Neural Networks That Generalize to Anisotropic Properties of Polycrystals

G. Hu, M. Latypov

AI for Accelerated Materials Design - NeurIPS 2023 Workshop
Atomistic Characterization of Impact Bonding in Cold Spray Deposition of Copper

Y. Nikravesh, G. Frantziskonis, M. I. Latypov, K. Muralidharan

Materialia
Effect of Stress on the Dissolution/Crystallization of Apatite in Aqueous Solution: A Thermochemical Equilibrium Study

A. C. Deymier, P. A. Deymier, M. Latypov, K. Muralidharan

Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences
Enhancing Design Guidelines for Metal Powder Bed Fusion: Analyzing Geometric Features to Improve Part Quality

J. Bushra, H. D. Budinoff, P. Luna Falcon, M. Latypov

ASME 2023 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
Thermodynamics of the Solid-Liquid Phase Equilibrium of a Binary System: Effect of a Chemical Reaction in the Liquid and Epitaxial Strain in the Solid

A. C. Deymier, P. A. Deymier, K. Muralidharan, M. I. Latypov

Acta Materialia
2022
Aluminum Alloy Compositions and Properties Extracted from a Corpus of Scientific Manuscripts and US Patents

O. P. Pfeiffer, H. Liu, L. Montanelli, M. I. Latypov, F. G. Sen, V. Hegadekatte, E. A. Olivetti, E. R. Homer

Scientific Data
Development of Grain-Scale Slip Activity and Lattice Rotation Fields in Inconel 718

J. M. Hestroffer, M. I. Latypov, J.-C. Stinville, M.-A. Charpagne, V. Valle, M. P. Miller, T. M. Pollock, I. J. Beyerlein

Acta Materialia
Geometrically Necessary Dislocation Density Evolution as a Function of Microstructure and Strain Rate

D. L. Foley, M. I. Latypov, X. Zhao, J. Hestroffer, I. J. Beyerlein, L. E. Lamberson, M. L. Taheri

Materials Science and Engineering: A
Learning from 2D: Machine Learning of 3D Effective Properties of Heterogeneous Materials Based on 2D Microstructure Sections

G. Hu, M. I. Latypov

Frontiers in Metals and Alloys
2021
Insight into Microstructure-Sensitive Elastic Strain Concentrations from Integrated Computational Modeling and Digital Image Correlation

M. I. Latypov, J.-C. Stinville, J. R. Mayeur, J. M. Hestroffer, T. M. Pollock, I. J. Beyerlein

Scripta Materialia
Modeling Lattice Rotation Fields from Discrete Crystallographic Slip Bands in Superalloys

M. I. Latypov, J. M. Hestroffer, J.-C. Stinville, J. R. Mayeur, T. M. Pollock, I. J. Beyerlein

Extreme Mechanics Letters
2019
BisQue for 3D Materials Science in the Cloud: Microstructure–Property Linkages

M. I. Latypov, A. Khan, C. A. Lang, K. Kvilekval, A. T. Polonsky, M. P. Echlin, I. J. Beyerlein, B. S. Manjunath, T. M. Pollock

Integrating Materials and Manufacturing Innovation
Computational Homogenization for Multiscale Forward Modeling of Resonant Ultrasound Spectroscopy of Heterogeneous Materials

M. I. Latypov, M.-A. Charpagne, M. Souther, B. R. Goodlet, M. P. Echlin, I. J. Beyerlein, T. M. Pollock

Materials Characterization
Materials Knowledge System for Nonlinear Composites

M. I. Latypov, L. S. Toth, S. R. Kalidindi

Computer Methods in Applied Mechanics and Engineering
2018
Application of Chord Length Distributions and Principal Component Analysis for Quantification and Representation of Diverse Polycrystalline Microstructures

M. I. Latypov, M. K\"uhbach, I. J. Beyerlein, J.-C. Stinville, L. S. Toth, T. M. Pollock, S. R. Kalidindi

Materials Characterization
2017
Data-Driven Reduced Order Models for Effective Yield Strength and Partitioning of Strain in Multiphase Materials

M. I. Latypov, S. R. Kalidindi

Journal of Computational Physics
2016
Micromechanical Finite Element Analysis of Strain Partitioning in Multiphase Medium Manganese TWIP+TRIP Steel

M. I. Latypov, S. Shin, B. C. De Cooman, H. S. Kim

Acta Materialia
Modeling and Characterization of Texture Evolution in Twist Extrusion

M. I. Latypov, M.-G. Lee, Y. Beygelzimer, D. Prilepo, Y. Gusar, H. S. Kim

Metallurgical and Materials Transactions A
2015
Plastic Deformation Behavior and Microstructural Evolution of Al-Core/Cu-Sheath Composites in Multi-pass Caliber Rolling

J. G. Kim, M. I. Latypov, D. J. Lee, H.-G. Jeong, J. B. Lee, S. Lee, H. S. Kim

Metallurgical and Materials Transactions A
Simple Shear Model of Twist Extrusion and Its Deviations

M. I. Latypov, M.-G. Lee, Y. Beygelzimer, R. Kulagin, H. S. Kim

Metals and Materials International
Toward Architecturing of Metal Composites by Twist Extrusion

M. I. Latypov, Y. Beygelzimer, R. Kulagin, V. Varyukhin, H. S. Kim

Materials Research Letters
2014
Microstructure and Mechanical Properties of Copper Processed by Twist Extrusion with a Reduced Twist-Line Slope

M. I. Latypov, E. Y. Yoon, D. J. Lee, R. Kulagin, Y. Beygelzimer, M. Seyed Salehi, H. S. Kim

Metallurgical and Materials Transactions A
2013
Design of Hierarchical Cellular Metals Using Accumulative Bundle Extrusion

M. I. Latypov, D. J. Lee, H.-G. Jeong, J. B. Lee, H. S. Kim

Metallurgical and Materials Transactions A
2012
Finite Element Analysis of Plastic Deformation in Twist Extrusion

M. I. Latypov, I. V. Alexandrov, Y. E. Beygelzimer, S. Lee, H. S. Kim

Computational Materials Science