Grants and Contracts per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctor of Philosophy, University Of Alabama
2015
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Collaborations and top research areas from the last five years
Recent external collaboration from the last 5 years on country level. Dive into details by clicking on the dots.
Grants and Contracts
- 6 Active
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DMS/NIGMS 1: Data-driven Ricci Curvatures and Spectral Graph for Machine Learning and Adaptive Virtual Screening
8/1/23 → 7/31/26
Project: Research project
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DMS/NIGMS 1: Data-driven Ricci Curvatures and Spectral Graph for Machine Learning and Adaptive Virtual Screening
8/1/23 → 7/31/26
Project: Research project
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Robust and Reliable Mathematical Models for Biomolecular Data via Differential Geometry and Graph Theory
9/15/22 → 8/31/25
Project: Research project
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EPScOR: Robust and Reliable Mathematical Models for Biomolecular Data via Differential Geometry and Graph Theory
9/15/22 → 8/31/25
Project: Research project
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Robust Preconditioned Gradient Descent Algorithms for Deep Learning
8/1/22 → 7/31/25
Project: Research project
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Multiscale laplacian learning
Merkurjev, E., Nguyen, D. D. & Wei, G. W., Jun 2023, In: Applied Intelligence. 53, 12, p. 15727-15746 20 p.Research output: Contribution to journal › Article › peer-review
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Novel Molecular Representations Using Neumann-Cayley Orthogonal Gated Recurrent Unit
Mucllari, E., Zadorozhnyy, V., Ye, Q. & Nguyen, D. D., May 8 2023, In: Journal of Chemical Information and Modeling. 63, 9, p. 2656-2666 11 p.Research output: Contribution to journal › Article › peer-review
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EISA-Score: Element Interactive Surface Area Score for Protein-Ligand Binding Affinity Prediction
Rana, M. M. & Nguyen, D. D., Sep 26 2022, In: Journal of Chemical Information and Modeling. 62, 18, p. 4329-4341 13 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Algebraic graph-assisted bidirectional transformers for molecular property prediction
Chen, D., Gao, K., Nguyen, D. D., Chen, X., Jiang, Y., Wei, G. W. & Pan, F., Dec 1 2021, In: Nature Communications. 12, 1, 3521.Research output: Contribution to journal › Article › peer-review
Open Access74 Scopus citations -
AweGNN: Auto-parametrized weighted element-specific graph neural networks for molecules
Szocinski, T., Nguyen, D. D. & Wei, G. W., Jul 2021, In: Computers in Biology and Medicine. 134, 104460.Research output: Contribution to journal › Article › peer-review
2 Scopus citations