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Enabling Data Science Methods for Catalyst Design and Discovery

5 years ago 鈥� 1009 Views

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

5 years ago 鈥� 320 Views

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

5 years ago 鈥� 231 Views

Smart Metrics for High Performance Material Design

5 years ago 鈥� 138 Views

Graphs, Environments, and Machine Learning for Materials Science

5 years ago 鈥� 417 Views

A Machine Learning Framework for Materials Knowledge Systems

5 years ago 鈥� 379 Views

The MGI and AI

5 years ago 鈥� 239 Views

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

6 years ago 鈥� 694 Views

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

6 years ago 鈥� 263 Views

Coupling AI with HiTp experiments to Discover Metallic Glasses Faster

6 years ago 鈥� 202 Views

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

6 years ago 鈥� 1216 Views

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

6 years ago 鈥� 200 Views

Autonomous experimental phase diagram acquisition

6 years ago 鈥� 213 Views

Classical force fields as physics-based neural networks

6 years ago 鈥� 410 Views

Pathways Towards a Hierarchical Discovery of Materials

6 years ago 鈥� 239 Views

Automated Generation of High-accuracy Interatomic Potentials Using Quantum Data

6 years ago 鈥� 487 Views

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

6 years ago 鈥� 346 Views

Materials Data in Action

6 years ago 鈥� 319 Views

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

6 years ago 鈥� 398 Views

Combinatorial Experimentation and Machine Learning for Materials Discovery

6 years ago 鈥� 309 Views