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🏛️ The cond-mat.mtrl-sci Crypt
cond-mat.mtrl-sci: Where cond-mat.mtrl-sci papers rest without their code.
213
Total Papers
137
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1
Twilight
75
Has Code
35.2%
Survival Rate
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Comparison of two artificial neural networks trained for the surrogate modeling of stress in materially heterogeneous elastoplastic solids
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Graph Transformer Networks for Accurate Band Structure Prediction: An End-to-End Approach
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Fast and accessible first-principles calculations of vibrational properties of materials
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Machine-learned models for magnetic materials
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PerCNet: Periodic Complete Representation for Crystal Graphs
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Unsupervised learning for structure detection in plastically deformed crystals
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Emerging Microelectronic Materials by Design: Navigating Combinatorial Design Space with Scarce and Dispersed Data
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Predicting Organic-Inorganic Halide Perovskite Photovoltaic Performance from Optical Properties of Constituent Films through Machine Learning
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Uncertainty Bounds for Multivariate Machine Learning Predictions on High-Strain Brittle Fracture
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Towards explainable message passing networks for predicting carbon dioxide adsorption in metal-organic frameworks
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Denoising diffusion-based synthetic generation of three-dimensional (3D) anisotropic microstructures from two-dimensional (2D) micrographs
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Interdisciplinary Discovery of Nanomaterials Based on Convolutional Neural Networks
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A Machine Learning Approach Capturing Hidden Parameters in Autonomous Thin-Film Deposition
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Unsupervised Reward-Driven Image Segmentation in Automated Scanning Transmission Electron Microscopy Experiments
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TEMImageNet Training Library and AtomSegNet Deep-Learning Models for High-Precision Atom Segmentation, Localization, Denoising, and Super-Resolution Processing of Atomic-Resolution Images
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Automated Materials Discovery Platform Realized: Scanning Probe Microscopy of Combinatorial Libraries
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Deep Learning Models for Colloidal Nanocrystal Synthesis
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VAE for Modified 1-Hot Generative Materials Modeling, A Step Towards Inverse Material Design
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Position Paper on Materials Design -- A Modern Approach
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Tabular Two-Dimensional Correlation Analysis for Multifaceted Characterization Data
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A Survey on Evaluation Metrics for Synthetic Material Micro-Structure Images from Generative Models
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Advanced Characterization-Informed Framework and Quantitative Insight to Irradiated Annular U-10Zr Metallic Fuels
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