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Applications of Machine Learning for Materials Discovery at NREL

6 years ago • 343 Views

Progress in Natural Language Processing of Materials Science Text

6 years ago • 771 Views

Combinatorial Experimentation and Machine Learning for Materials Discovery

6 years ago • 320 Views

2D/3D Materials screening and genetic algorithm with ML model

6 years ago • 413 Views

Materials Data in Action

6 years ago • 326 Views

Polymer Genome: An Informatics Platform for Polymer Dielectrics Discovery and Beyond

6 years ago • 353 Views

Automated Generation of High-accuracy Interatomic Potentials Using Quantum Data

6 years ago • 506 Views

Pathways Towards a Hierarchical Discovery of Materials

6 years ago • 245 Views

Classical force fields as physics-based neural networks

6 years ago • 436 Views

Autonomous experimental phase diagram acquisition

6 years ago • 223 Views

Data Mining to Discovery for Inorganic Solids: Software Tools and Applications

6 years ago • 207 Views

“Materials Informatics and Big Data: Realization of 4th Paradigm of Science in Materials Science

6 years ago • 1246 Views

Coupling AI with HiTp experiments to Discover Metallic Glasses Faster

6 years ago • 208 Views

How to Leverage Artificial Intelligence to Accelerate Data Collection and Analysis of Diffusion Multiples

6 years ago • 273 Views

Failing Fastest: What an Effective HTE and ML Workflow Enables for Functional Metallic Glasses

6 years ago • 698 Views

The MGI and AI

5 years ago • 252 Views

A Machine Learning Framework for Materials Knowledge Systems

5 years ago • 505 Views

Graphs, Environments, and Machine Learning for Materials Science

5 years ago • 437 Views

Smart Metrics for High Performance Material Design

5 years ago • 145 Views

Predicting local atomic structures from X-ray absorption spectroscopy using theory and machine learning

5 years ago • 243 Views

A Framework and Infrastructure for Uncertainty Quantification and Management in Materials Design

5 years ago • 337 Views

Enabling Data Science Methods for Catalyst Design and Discovery

5 years ago • 1022 Views

When The New Science Is In The Outliers

5 years ago • 166 Views