Research output per year
Research output per year
Personal profile
Profile
I am Associate Professor for Data Science and Statistics at Aarhus University, where I am studying random networks motivated from biology and health sciences via techniques from topological data analysis and stochastic geometry. I am a member of the Stochastics group at the Department of Mathematics. I am also affiliated with the AU DIGIT Centre and the AU Quantum Campus.
Areas of expertise
- Topological data analysis
- Large deviations theory
- Spatial random networks
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Dive into the research topics where Christian Pascal Hirsch is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Face and cycle percolation
Hirsch, C. & Valesin, D., Mar 2025, In: Journal of Applied and Computational Topology. 9, 1, 6.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
Open Access -
Large-Deviation Analysis for Canonical Gibbs Measures
Hirsch, C. & Petráková, M., May 2025, In: Journal of Statistical Physics. 192, 5, 71.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
Open Access -
Large deviations of one-hidden-layer neural networks
Hirsch, C. & Willhalm, D., Feb 2025, In: Stochastics and Dynamics. 24, 8, 53 p., 2550002.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
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Moderate deviations for weight-dependent random connection models
Heerten, N., Hirsch, C. & Otto, M., 2025, (E-pub / Early view) In: Journal of Applied Probability.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
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On the Topology of Higher-order Age-dependent Random Connection Models
Hirsch, C. & Juhasz, P., Jun 2025, In: Methodology and Computing in Applied Probability. 27, 2, 44.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
Open Access