Expertises
Engineering & Materials Science
# Bifurcation (Mathematics)
# Computational Neuroscience
# Deep Learning
Mathematics
# Homoclinic
# Saddle
# Synapse
Medicine & Life Sciences
# Astrocytes
# Chlorides
Publicaties
Recent
Kalia, M.
, Meijer, H. G. E., Ligtenstein, S. L. B.
, & van Putten, M. J. A. M. (2022).
A neural mass model for the EEG in ischemia. Poster session presented at Lorent Workshop Bridging the Gap, Leiden, Netherlands.
Kalia, M. (2022).
Data, models and transitions in computational neuroscience: Bottom-up and top-down approaches. [PhD Thesis - Research UT, graduation UT, University of Twente]. University of Twente.
https://doi.org/10.3990/1.9789036554091
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. (2021).
Learning normal form autoencoders for data-driven discovery of universal, parameter-dependent governing equations. arXiv.org.
https://arxiv.org/abs/2106.05102
Kalia, M.
, Meijer, H. G. E.
, van Gils, S. A.
, van Putten, M. J. A. M., & Rose, C. R. (2021).
Ion dynamics at the energy-deprived tripartite synapse.
PLoS Computational Biology,
17(6), [e1009019].
https://doi.org/10.1371/journal.pcbi.1009019
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.
Kalia, M.
, Kouznetsov, I. A.
, & Meijer, H. G. E. (2019).
Homoclinic saddle to saddle-focus transitions in 4D systems.
Nonlinearity,
32(6), 2024-2054.
https://doi.org/10.1088/1361-6544/ab0041
Contactgegevens
Bezoekadres
Universiteit Twente
Drienerlolaan 5
7522 NB Enschede
Postadres
Universiteit Twente
Postbus 217
7500 AE Enschede