Yuyang Wang - Concepedia

Author

Yuyang Wang

Carnegie Mellon University ORCID

Also Known As

Wang, Yuyang, Yuyang Wang

Publications

1.7K

Citations

H-Index

Concepts

All Affiliations

Carnegie Mellon University

About

Yuyang Wang is an author at Carnegie Mellon University specializing in engineering, machine learning, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	9	9	585
2	Applied Physics	2	2	106
3	Medicine	1	1	35
4	Natural Sciences	1	1	52
5	Chemical Engineering	1	1	79

Yuyang Wang

Publications

1.5K

Citations

H-Index

Page 1

	Year	Citations
Molecular contrastive learning of representations via graph neural networks Yuyang Wang, Jianren Wang, Zhonglin Cao, Nature Machine Intelligence Graph Neural NetworksSystems BiologyMolecular PropertyGraph Neural NetworkMolecular Graphic	2022	723
TransPolymer: a Transformer-based language model for polymer property predictions Changwen Xu, Yuyang Wang, Amir Barati Farimani npj Computational Materials Artificial IntelligenceStructured PredictionLlm Fine-tuningEngineeringMachine Learning	2023	160
MOFormer: Self-Supervised Transformer Model for Metal–Organic Framework Property Prediction Zhonglin Cao, Rishikesh Magar, Yuyang Wang, Journal of the American Chemical Society Materials ScienceStructured PredictionGeometric LearningEngineeringMachine Learning	2023	139
Efficient water desalination with graphene nanopores obtained using artificial intelligence Yuyang Wang, Zhonglin Cao, Amir Barati Farimani npj 2D Materials and Applications Artificial IntelligenceNanosheetEngineeringElectrochemical DeionizationNanocomputing	2021	79
Crystal twins: self-supervised learning for crystalline material property prediction Rishikesh Magar, Yuyang Wang, Amir Barati Farimani npj Computational Materials	2022	59
Predicting CO<sub>2</sub> Absorption in Ionic Liquids with Molecular Descriptors and Explainable Graph Neural Networks Yue Jian, Yuyang Wang, Amir Barati Farimani ACS Sustainable Chemistry & Engineering Geometric LearningEngineeringMachine LearningFeature ExtractionComputational Chemistry	2022	52
Airfoil GAN: encoding and synthesizing airfoils for aerodynamic shape optimization Yuyang Wang, Kenji Shimada, Amir Barati Farimani Journal of Computational Design and Engineering Artificial IntelligenceAeroacousticsNovel Airfoil ShapesEngineeringMachine Learning	2023	43
AugLiChem: data augmentation library of chemical structures for machine learning Rishikesh Magar, Yuyang Wang, Cooper Lorsung, Machine Learning Science and Technology Geometric LearningEngineeringMachine LearningNeural Networks (Machine Learning)Data Augmentation Library	2022	37
Prediction of GPCR activity using machine learning Prakarsh Yadav, Parisa Mollaei, Zhonglin Cao, Computational and Structural Biotechnology Journal EngineeringMachine LearningComputer AnalysisMolecular BiologyNew Drug Molecules	2022	35
An organic electrochemical neuron for a neuromorphic perception system Yao Yao, Robert M. Pankow, Wei Huang, Proceedings of the National Academy of Sciences	2025	29

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