Sahani Pathiraja

About Sahani Pathiraja

Sahani Pathiraja, With an exceptional h-index of 11 and a recent h-index of 10 (since 2020), a distinguished researcher at Universität Potsdam, specializes in the field of Data Assimilation, Hydrology, Statistics, Data Science, Applied Mathematics.

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

PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentation

DeepGR4J: A deep learning hybridization approach for conceptual rainfall-runoff modelling

L2 convergence of smooth approximations of stochastic differential equations with unbounded coefficients

Multiplicative non-Gaussian model error estimation in data assimilation

Analysis of the feedback particle filter with diffusion map based approximation of the gain

Hemodynamic data assimilation in a subject-specific circle of willis geometry

McKean--Vlasov SDEs in nonlinear filtering

Ensemble transform algorithms for nonlinear smoothing problems

Sahani Pathiraja Information

University

Position

___

Citations(all)

584

Citations(since 2020)

441

Cited By

322

hIndex(all)

11

hIndex(since 2020)

10

i10Index(all)

11

i10Index(since 2020)

11

Email

University Profile Page

Google Scholar

Sahani Pathiraja Skills & Research Interests

Data Assimilation

Hydrology

Statistics

Data Science

Applied Mathematics

Top articles of Sahani Pathiraja

PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentation

arXiv preprint arXiv:2312.15686

2023/12/25

DeepGR4J: A deep learning hybridization approach for conceptual rainfall-runoff modelling

Environmental Modelling & Software

2023/11/1

Sahani Pathiraja
Sahani Pathiraja

H-Index: 7

L2 convergence of smooth approximations of stochastic differential equations with unbounded coefficients

Stochastic Analysis and Applications

2023

Sahani Pathiraja
Sahani Pathiraja

H-Index: 7

Multiplicative non-Gaussian model error estimation in data assimilation

Journal of Advances in Modeling Earth Systems

2022

Sahani Pathiraja
Sahani Pathiraja

H-Index: 7

Peter Jan Van Leeuwen
Peter Jan Van Leeuwen

H-Index: 26

Analysis of the feedback particle filter with diffusion map based approximation of the gain

arXiv preprint arXiv:2109.02761

2021/9/6

Sahani Pathiraja
Sahani Pathiraja

H-Index: 7

Wilhelm Stannat
Wilhelm Stannat

H-Index: 13

Hemodynamic data assimilation in a subject-specific circle of willis geometry

Clinical Neuroradiology

2021/9

Sahani Pathiraja
Sahani Pathiraja

H-Index: 7

Oliver Speck
Oliver Speck

H-Index: 40

McKean--Vlasov SDEs in nonlinear filtering

SIAM Journal on Control and Optimization

2021

Ensemble transform algorithms for nonlinear smoothing problems

SIAM Journal on Scientific Computing

2020

Sahani Pathiraja
Sahani Pathiraja

H-Index: 7

Sebastian Reich
Sebastian Reich

H-Index: 26

See List of Professors in Sahani Pathiraja University(Universität Potsdam)