Welcome...

M. Kalia MSc (Manu)

About Me

I am a PhD candidate in Applied Mathematics at the University of Twente, The Netherlands. My work lies in the field of computational neuroscience and nonlinear dynamics.

 

https://www.utwente.nl/en/eemcs/sacs/research/projects/projectpage-Kalia/

Expertise

Engineering & Materials Science
Bifurcation (Mathematics)
Computational Neuroscience
Deep Learning
Mathematics
Homoclinic
Saddle
Synapse
Medicine & Life Sciences
Astrocytes
Chlorides

Publications

Recent
Engels, M. , Kalia, M., Rahmati, S., Petersilie, L., Kovermann, P. , van Putten, M. J. A. M., Rose, C. R. , Meijer, H. G. E., Gensch, T., & Fahlke, C. (2021). Glial chloride homeostasis under transient ischemic stress. Frontiers in cellular neuroscience, 15, [735300]. https://doi.org/10.3389/fncel.2021.735300
Kalia, M., Brunton, S. L. , Meijer, H. G. E. , Brune, C., & Kutz, J. N. (2020). Deep learning of normal form autoencoders for universal, parameter-dependent dynamics. Paper presented at 1st NeurIPS workshop on Interpretable Inductive Biases and Physically Structured Learning. https://inductive-biases.github.io/papers/46.pdf
Kalia, M. , Meijer, H. G. E. , van Putten, M. J. A. M., Rose, C. R. , & van Gils, S. A. (2019). The energy deprived tripartite synapse: a biophysical model. Poster session presented at 28th Annual Computational Neuroscience Meeting, CNS 2019, Barcelona, Spain.

Contact Details

Visiting Address

University of Twente
Drienerlolaan 5
7522 NB Enschede
The Netherlands

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Mailing Address

University of Twente
P.O. Box 217
7500 AE Enschede
The Netherlands