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Pengru Huang — most-cited papers & profile · AI for Science
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·
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Pengru Huang
4
papers ·
7
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Modeling crystal defects using defect-informed neural networks
2025 · 7 citations
Crys-JEPA: Accelerating Crystal Discovery via Embedding Screening and Generative Refinement
2026
Composable Crystals: Controllable Materials Discovery via Concept Learning
2026
Scalable learning of macroscopic stochastic dynamics
2025
Top co-authors
Kostya S. Novoselov
· 4
Artem Maevskiy
· 2
Nian Liu
· 2
Nikita Kazeev
· 2
Ryoji Kubo
· 2
Stephen Gregory Dale
· 2
Thomas Laurent
· 2
Xavier Bresson
· 2
Yuwei Zeng
· 2
Lei Shen
· 1
Mengyi Chen
· 1
Qianxiao Li
· 1
Topics
Materials
Physics ML
Drug Discovery
Chemistry