Field dossier · from the corpus
Property (philosophy)
0predicted collisions
Where this field is predicted to collide
No open collisions on this field in the current run.
Most cited work
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
Neural Message Passing for Quantum Chemistry
Recent advances and applications of machine learning in solid-state materials science
Machine learning in materials informatics: recent applications and prospects
Perspective: Materials informatics and big data: Realization of the “fourth paradigm” of science in materials science
Deep reinforcement learning for de novo drug design
Recent work · 2024 onward
Machine learning-driven materials discovery: Unlocking next-generation functional materials – A review
Machine learning descriptors in materials chemistry used in multiple experimentally validated studies: Oliynyk elemental property dataset
Enhancing Copolymer Property Prediction through the Weighted-Chained-SMILES Machine Learning Framework
Frictional Properties of Two-Dimensional Materials: Data-Driven Machine Learning Predictive Modeling
Benchmarking Large Language Models for Polymer Property Predictions
AI‐Assisted Design of Advanced Polymeric Materials: Challenges and Solutions