Adrian Röllin

Adrian Röllin

National University of Singapore

H-index: 22

Asia-Singapore

About Adrian Röllin

Adrian Röllin, With an exceptional h-index of 22 and a recent h-index of 18 (since 2020), a distinguished researcher at National University of Singapore, specializes in the field of Stein's method, distributional approximation, probability theory, epidemiological modeling.

His recent articles reflect a diverse array of research interests and contributions to the field:

Deep learning reduces data requirements and allows real-time measurements in imaging FCS

The Moran model with random resampling rates

Dense multigraphon-valued stochastic processes and edge-changing dynamics in the configuration model

FCSNet and ImFCSNet, convolutional neural network approaches to FCS data analysis

Mean-field spin models--Fluctuation of the magnetization and maximum likelihood estimator

Slow muscles guide fast myocyte fusion to ensure robust myotome formation despite the high spatiotemporal stochasticity of fusion events

Deep learning approaches for imaging fluorescence correlation spectroscopy parameter estimation with limited data sets

Kolmogorov bounds for the normal approximation of the number of triangles in the Erdős-Rényi random graph

Adrian Röllin Information

University

Position

___

Citations(all)

1524

Citations(since 2020)

785

Cited By

1162

hIndex(all)

22

hIndex(since 2020)

18

i10Index(all)

33

i10Index(since 2020)

30

Email

University Profile Page

National University of Singapore

Google Scholar

View Google Scholar Profile

Adrian Röllin Skills & Research Interests

Stein's method

distributional approximation

probability theory

epidemiological modeling

Top articles of Adrian Röllin

Title

Journal

Author(s)

Publication Date

Deep learning reduces data requirements and allows real-time measurements in imaging FCS

Biophysical Journal

Wai Hoh Tang

Shao Ren Sim

Daniel Ying Kia Aik

Ashwin Venkata Subba Nelanuthala

Thamarailingam Athilingam

...

2024/3/19

The Moran model with random resampling rates

arXiv preprint arXiv:2402.01333

Siva Athreya

Frank den Hollander

Adrian Röllin

2024/2/2

Dense multigraphon-valued stochastic processes and edge-changing dynamics in the configuration model

The Annals of Applied Probability

Adrian Röllin

Zhuo-Song Zhang

2023/8

FCSNet and ImFCSNet, convolutional neural network approaches to FCS data analysis

Biophysical Journal

Thorsten Wohland

Wai Hoh Tang

Shao Ren Sim

Daniel Y Aik

Ashwin VS Nelanuthala

...

2023/2/10

Mean-field spin models--Fluctuation of the magnetization and maximum likelihood estimator

arXiv preprint arXiv:2312.07313

Van Hao Can

Adrian Röllin

2023/12/12

Slow muscles guide fast myocyte fusion to ensure robust myotome formation despite the high spatiotemporal stochasticity of fusion events

Developmental cell

Mario A Mendieta-Serrano

Sunandan Dhar

Boon Heng Ng

Rachna Narayanan

Jorge JY Lee

...

2022/9/12

Deep learning approaches for imaging fluorescence correlation spectroscopy parameter estimation with limited data sets

Biophysical Journal

Thorsten Wohland

Wai Hoh Tang

Shao Ren Sim

Daniel Aik

Adrian Röllin

2022/2/11

Kolmogorov bounds for the normal approximation of the number of triangles in the Erdős-Rényi random graph

Probability in the Engineering and Informational Sciences

Adrian Röllin

2022

Simultaneous spatiotemporal super-resolution and multi-parametric fluorescence microscopy

Nature Communications

Jagadish Sankaran

Harikrushnan Balasubramanian

Wai Hoh Tang

Xue Wen Ng

Adrian Röllin

...

2021/3/19

Palm theory, random measures and Stein couplings

The Annals of Applied Probability

Louis HY Chen

Adrian Röllin

Aihua Xia

2021/12

Model identification for ARMA time series through convolutional neural networks

Decision Support Systems

Wai Hoh Tang

Adrian Röllin

2021/3/13

Arcsine laws for random walks generated from random permutations with applications to genomics

Journal of Applied Probability

Xiao Fang

Han L Gan

Susan Holmes

Haiyan Huang

Erol Peköz

...

2021/12

Stein's method, heat kernel, and linear functions on the orthogonal groups

Journal of Algebra

Jason Fulman

Adrian Röllin

2021/2/26

Graphon-valued stochastic processes from population genetics

The Annals of Applied Probability

Siva Athreya

Frank Den Hollander

Adrian Röllin

2021/8

SRRF'N'Tirf-FCS: New Insights into EGFR-Cytoskeleton Interactions

Biophysical Journal

Harikrushnan Balasubramanian

Jagadish Sankaran

Wai Hoh Tang

Xue Wen Ng

Adrian Röllin

...

2021/2

Preparation of live cell samples for fluorescence spectroscopy and computational super-resolution imaging

J Sankaran

H Balasubramanian

WH Tang

XW Ng

A Röllin

...

2021/3/30

Higher-order fluctuations in dense random graph models

Electronic Journal of Probability

Gursharn Kaur

Adrian Röllin

2021

Simultaneous spatiotemporal computational super-resolution and multi-parametric fluorescence microscopy

J Sankaran

H Balasubramanian

WH Tang

XW Ng

A Röllin

...

2021/3/30

Stein's method via induction

Electron. J. Probab

Louis HY Chen

Larry Goldstein

Adrian Röllin

2020/10/28

Stein's method and Narayana numbers

Statistics & Probability Letters

Jason Fulman

Adrian Röllin

2020/10

See List of Professors in Adrian Röllin University(National University of Singapore)

Co-Authors

H-index: 81
Nicola Low

Nicola Low

Universität Bern

H-index: 58
Alex R Cook

Alex R Cook

National University of Singapore

H-index: 49
Thorsten Wohland

Thorsten Wohland

National University of Singapore

H-index: 45
A D Barbour

A D Barbour

Universität Zürich

H-index: 40
Sourav Chatterjee

Sourav Chatterjee

Stanford University

H-index: 40
Christian L. Althaus

Christian L. Althaus

Universität Bern

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