Scholar
Fredrik Lindsten
Google Scholar ID: GylfPngAAAAJ
Associate Professor, Linköping University
Computational Statistics
Machine Learning
Monte Carlo Methods
System Identification
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Citations & Impact
All-time
Citations
3,056
H-index
27
i10-index
58
Publications
20
Co-authors
100
list available
Publications
20 items
SDECast: Probabilistic Weather Forecasting in Continuous Time with Neural SDEs
2026
Cited
0
DAWIS: Data Assimilation with Windowed Inverse Sampling via Multitask Interpolants
2026
Cited
0
Interacting particle guidance for sampling reward-tilted generative priors
2026
Cited
0
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting
2026
Cited
0
QUEST: A robust attention formulation using query-modulated spherical attention
2026
Cited
0
Particle-Guided Diffusion Models for Partial Differential Equations
2026
Cited
0
DAISI: Data Assimilation with Inverse Sampling using Stochastic Interpolants
2025
Cited
0
Fast and Scalable Score-Based Kernel Calibration Tests
2025
Cited
0
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Co-authors
12 total
Thomas Schön
Professor, Uppsala University
Christian A. Naesseth
Assistant Professor (tenured), University of Amsterdam
Michael I. Jordan
Professor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC Berkeley
Jacob Roll
Vision Predevelopment, Veoneer
Niklas Wahlström
Associate Professor, Uppsala University, Sweden
Lennart Svensson
Professor in Signal Processing, Chalmers University of Technology
Joel Oskarsson
Linköping University
Fredrik Gustafsson
Prof, Linköping University, Sweden
