Publications

Unsupervised Machine Learning Based on Non-Negative Tensor Factorization for Analyzing Reactive-Mixing

V.V. Vesselinov, M. Mudunuru, S. Karra, D. O'Malley, B.S. Alexandrov

Journal of Computational Physics2019DOI 10.1016/j.jcp.2019.05.039

Summary

Mixing and reaction of species is an important physical phenomena crucial in many applied research areas related not only to flow in porous/fractured media but also to turbulent flows at various scales in groundwater, rivers, lakes, oceans, and the atmosphere [1–10]. A problem of predominant interest is groundwater contaminant remediation.

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