Z

Zhen Zhang Source Confirmed

Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.

Researcher

John Brown University

faculty

13 h-index 49 pubs 794 cited

Research Areas

Model Reduction and Neural Networks Algebraic structures and combinatorial models High-pressure geophysics and materials Advanced Topics in Algebra Neural Networks and Applications

Links

ORCID

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OverviewAI-generated summary

Dr. Zhen Zhang's research at John Brown University encompasses a diverse set of topics, ranging from theoretical mathematics to applied computational modeling. Zhang's expertise includes algebraic structures, combinatorial models, and model reduction techniques. Recent work leverages neural networks to address complex problems in various domains. This includes applications in systems biology, where neural networks are used for identifiability analysis and parameter identification. Zhang also explores neural network applications for discovering reaction-diffusion models in the context of Alzheimer's disease research, as well as learning Poisson systems and trajectories of autonomous systems. Additionally, Zhang has examined the impact of growth mindset on college students' learning engagement during the COVID-19 pandemic.

Metrics

h-index: 13
Publications: 49
Citations: 794

Selected Publications

Integrating neural operators with diffusion models improves spectral representation in turbulence modelling (2025) DOI

Collaborators

Researchers in the database who share publications

Vivek Oommen John Brown University 2 shared publications Aniruddha Bora John Brown University 2 shared publications George Em Karniadakis John Brown University 1 shared publication Alan John Varghese John Brown University 1 shared publication

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