Florian Pein

Emailf.peinlancaster.acuk

Fylde College
LA1 4YF Lancaster

Accepting PhD Students

PhD projects

I am interested in supervising topics in changepoint regression, anomaly detection and related applied projects. Many topics will have links to artificial intelligence, machine learning, non-parametric statistics, high-dimensional statistics or time series analysis.

Research activity per year

1 Not started
1 Active

DSI: AI for Scientific Data Streams: Real-time detection of change and anomalous structure
Pein, F. (Co-Investigator), Grose, D. (Co-Investigator), Fearnhead, P. (Co-Investigator), Romano, G. (Co-Investigator) & Eckley, I. (Principal Investigator)
Engineering and Physical Sciences Research Council
1/10/25 → 31/03/26
Project: Research
A likelihood approach for cross-validation in changepoint detection (Rojs Aktumanis)
Pein, F. (Principal Investigator)
Project: Research

9 Journal article

Challenges and Opportunities for Statistics in the Era of Data Science
Kirch, C., Lahiri, S., Binder, H., Brannath, W., Cribben, I., Dette, H., Doebler, P., Feng, O., Gandy, A., Greven, S., Hammer, B., Harmeling, S., Hotz, T., Kauermann, G., Krause, J., Krempl, G., Nieto-Reyes, A., Okhrin, O., Ombao, H. & Pein, F. & 15 others, Pešta, M., Politis, D., Qin, L.-X., Rainforth, T., Rauhut, H., Reeve, H., Salinas, D., Schmidt-Hieber, J., Scott, C., Segers, J., Spiliopoulou, M., Wilhelm, A., Wilms, I., Yu, Y. & Lederer, J., 28/05/2025, In: Harvard Data Science Review. 7, 2
Research output: Contribution to Journal/Magazine › Journal article › peer-review

Open Access
Cross-validation for change-point regression: Pitfalls and solutions
Pein, F. & Shah, R. D., 28/02/2025, In: Bernoulli. 31, 1, p. 388-411 24 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review

Open Access
File

21 Downloads (Pure)
Analysis of patchclamp recordings: model-free multiscale methods and software
Pein, F., Eltzner, B. & Munk, A., 9/03/2021, In: European Biophysics Journal. 50, 2, p. 187-209 23 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review

Open Access

1 Citation (Scopus)
An antibiotic-resistance conferring mutation in a neisserial porin: Structure, ion flux, and ampicillin binding
Bartsch, A., Ives, C. M., Kattner, C., Pein, F., Diehn, M., Tanabe, M., Munk, A., Zachariae, U., Steinem, C. & Llabrés, S., 1/06/2021, In: Biochimica et Biophysica Acta (BBA) - Biomembranes. 186, 6, 183601.
Research output: Contribution to Journal/Magazine › Journal article › peer-review

Open Access
Change-point regression with a smooth additive disturbance
Pein, F., 7/12/2021, In: arXiv.
Research output: Contribution to Journal/Magazine › Journal article

Open Access

Florian Pein

Projects

DSI: AI for Scientific Data Streams: Real-time detection of change and anomalous structure

A likelihood approach for cross-validation in changepoint detection (Rojs Aktumanis)

Research output

Challenges and Opportunities for Statistics in the Era of Data Science

Cross-validation for change-point regression: Pitfalls and solutions

Analysis of patchclamp recordings: model-free multiscale methods and software

An antibiotic-resistance conferring mutation in a neisserial porin: Structure, ion flux, and ampicillin binding

Change-point regression with a smooth additive disturbance