A Retrieval-Augmented Generation Application in the Dental Composites Space

Accelerated Discovery of nanostructured High-Entropy Alloys With Superior Thermal Stability

Advanced Computational and Data Management Approaches at the Advanced Photon Source

AI-Driven Kikuchi Pattern Enhancement for Efficient and Robust EBSD Analysis of Highly Deformed Metals

AI-Driven Microstructural Data Correlation Using In-Situ Raman Spectroscopy in Self-Driving Lab by Using Chocolate As Frugal Twin

Application of the polyhedral template matching method for characterization of 2D atomic resolution electron microscopy images

Automated Real-Time 3D Stereo-Reconstructions Through Machine-Learning based Tracking

Challenges and Opportunities for Rapid EXAFS Analysis of Short-Range Order in HEAs

Characterization within an Automated Lab for Solid State Synthesis - Challenges and Solutions for Data Handling and Interpretation

Comparing Performance of U-Net Based Neural Networks for Automated Detection of Defects in TEM Images of Nuclear Materials

Correlative Microscopy and AI for Rapid Analysis of Complex Material Structures

Data Infrastructure - ‘The Missing Middle’

Deep Learning-Assisted Study of 3D Damage Evolution in Semiconductor Packages under Thermal Cycling Using X-ray Microcomputed Tomography

Deep Learning Conditional Diffusion models to recreate Scanning Electron Microscopy using Light Optical Microscopy Priors

Directing Flow: Pipelines for 3D Data

Efficient SEM Imaging Strategies for Microstructure Analysis in Metal Additive Manufacturing

Enhanced quantification of reinforcement particles in additively manufactured IN718 using microfocus X-ray computed tomography and CGAL Alpha Wrapping tool

From chaos to clarity: Managing the materials data surge

High-Throughput Quantitative Texture Imaging Using Wide-Field Laser Polarized-Light Microscope

High-throughput synthesis and rapid characterization of Cu-Ti alloys

High-Throughput Uniaxial Tensile/Compressive Testing in Additive Manufacturing Using Reference Material Load Cell Method

High throughput characterization of 316L stainless steel fabricated using laser powder bed fusion

Interrogating 3D Grain Morphology and Crystallographic Texture via Automated Polarized Light Microscopy

Optimization of Automated Sample Polishing Enabled by the Characterization of Surface Roughness Evolution

Optimizing Nanoindentation Methods for the High Throughput Study of Combinatorial Thin Film Libraries

Overview of Machine Learning in Low-Latency Automated Data Analysis for In-Situ Synchrotron X-ray Diffraction in Metals and Alloys

Rapid data-driven non-destructive inspection of additively manufactured IN718 using the side-band peak counting (SPC) non-linear ultrasonics method

Rapid synthesis, characterization and mechanical testing of novel printable alloys via functional grading in additive manufacturing

Real time Pole figures from polycrystalline samples during far field HEDM

Strategies for accelerated collection, and data curation of multi-modal serial-sectioning experiments.

Three-dimensional Laue-diffraction microscopy with a coded aperture: principles and high-performance-computing workflow

Towards Accelerated Material Characterization: Uncertainty Quantification in Elemental Analysis

“Microstructure Informatics”: Automated microstructure characterization and neural network based modeling of processing-structure-property relations.

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