0000-0003-0723-6246 Employment
Employment history is unavailable.
Education
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Carnegie Mellon University M.S. in Machine Learning2021 - Present
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Carnegie Mellon University Ph.D. in Mechanical Engineering2019 - Present
Projects & Funding
Projects & funding information is unavailable.
Publications (12)
- Neural network predicts ion concentration profiles under nanoconfinement Save
- Denoise Pretraining on Nonequilibrium Molecules for Accurate and Transferable Neural Potentials Save
- Airfoil GAN: encoding and synthesizing airfoils for aerodynamic shape optimization Save
- TransPolymer: a Transformer-based language model for polymer property predictions Save
- MOFormer: Self-Supervised Transformer Model for Metal–Organic Framework Property Prediction Save
- Predicting CO2 Absorption in Ionic Liquids with Molecular Descriptors and Explainable Graph Neural Networks Save
- AugLiChem: data augmentation library of chemical structures for machine learning Save
- Crystal twins: self-supervised learning for crystalline material property prediction Save
- Improving Molecular Contrastive Learning via Faulty Negative Mitigation and Decomposed Fragment Contrast Save
- Molecular contrastive learning of representations via graph neural networks Save