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Kathy Lüdge

About Kathy Lüdge

Kathy Lüdge, With an exceptional h-index of 34 and a recent h-index of 22 (since 2020), a distinguished researcher at Technische Universität Berlin, specializes in the field of laser modeling, Laser networks and Reservoir Computing, nonlinear laser dynamics, control with optical feedback, effect of noise.

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

Measurable Krylov Spaces and Eigenenergy Count in Quantum State Dynamics

Data-Driven Acceleration of Multi-Physics Simulations

Efficient Optimisation of Physical Reservoir Computers using only a Delayed Input

Reducing reservoir computer hyperparameter dependence by external timescale tailoring

Enhancing the performance of quantum reservoir computing and solving the time-complexity problem by artificial memory restriction

Uncovering vulnerable connections in the aging brain using reservoir computing

Self-induced ultrafast electron-hole-plasma temperature oscillations in nanowire lasers

Reducing hyperparameter dependence by external timescale tailoring

Kathy Lüdge Information

University

Position

Professorin Institute for Theoretical Physics

Citations(all)

3448

Citations(since 2020)

1552

Cited By

2596

hIndex(all)

34

hIndex(since 2020)

22

i10Index(all)

87

i10Index(since 2020)

56

Email

University Profile Page

Google Scholar

Kathy Lüdge Skills & Research Interests

laser modeling

Laser networks and Reservoir Computing

nonlinear laser dynamics

control with optical feedback

effect of noise

Top articles of Kathy Lüdge

Measurable Krylov Spaces and Eigenenergy Count in Quantum State Dynamics

arXiv preprint arXiv:2404.13089

2024/4/18

Adrian Paschke
Adrian Paschke

H-Index: 19

Kathy Lüdge
Kathy Lüdge

H-Index: 21

Data-Driven Acceleration of Multi-Physics Simulations

arXiv preprint arXiv:2402.16433

2024/2/26

Stefan Meinecke
Stefan Meinecke

H-Index: 4

Malte Selig
Malte Selig

H-Index: 17

Felix Köster
Felix Köster

H-Index: 3

Kathy Lüdge
Kathy Lüdge

H-Index: 21

Efficient Optimisation of Physical Reservoir Computers using only a Delayed Input

arXiv preprint arXiv:2401.14371

2024/1/25

Lina Jaurigue
Lina Jaurigue

H-Index: 10

Kathy Lüdge
Kathy Lüdge

H-Index: 21

Serge Massar
Serge Massar

H-Index: 37

Reducing reservoir computer hyperparameter dependence by external timescale tailoring

Neuromorphic Computing and Engineering

2024/1/22

Lina Jaurigue
Lina Jaurigue

H-Index: 10

Kathy Lüdge
Kathy Lüdge

H-Index: 21

Enhancing the performance of quantum reservoir computing and solving the time-complexity problem by artificial memory restriction

Physical Review Research

2024/1/16

Brecht Donvil
Brecht Donvil

H-Index: 3

Kathy Lüdge
Kathy Lüdge

H-Index: 21

Lina Jaurigue
Lina Jaurigue

H-Index: 10

Uncovering vulnerable connections in the aging brain using reservoir computing

2023/9/28

Mite Mijalkov
Mite Mijalkov

H-Index: 5

Kathy Lüdge
Kathy Lüdge

H-Index: 21

Giovanni Volpe
Giovanni Volpe

H-Index: 36

Self-induced ultrafast electron-hole-plasma temperature oscillations in nanowire lasers

Physical Review Applied

2023/9/20

Stefan Meinecke
Stefan Meinecke

H-Index: 4

Sang Soon Oh
Sang Soon Oh

H-Index: 15

Kathy Lüdge
Kathy Lüdge

H-Index: 21

Gregor Koblmüller
Gregor Koblmüller

H-Index: 32

Reducing hyperparameter dependence by external timescale tailoring

arXiv preprint arXiv:2307.08603

2023/7/17

Kathy Lüdge
Kathy Lüdge

H-Index: 21

Data-informed reservoir computing for efficient time-series prediction

Chaos: An Interdisciplinary Journal of Nonlinear Science

2023/7/1

Felix Köster
Felix Köster

H-Index: 3

Dhruvit Patel
Dhruvit Patel

H-Index: 2

Alexander Wikner
Alexander Wikner

H-Index: 3

Lina Jaurigue
Lina Jaurigue

H-Index: 10

Kathy Lüdge
Kathy Lüdge

H-Index: 21

Delay-based reservoir computing with spin-VCSELs: Interplay between internal dynamics and performance

2023/6/26

Lina Jaurigue
Lina Jaurigue

H-Index: 10

Kathy Lüdge
Kathy Lüdge

H-Index: 21

Solving the time-complexity problem and tuning the performance of quantum reservoir computing by artificial memory restriction

arXiv preprint arXiv:2306.12876

2023/6/22

Brecht Donvil
Brecht Donvil

H-Index: 3

Kathy Lüdge
Kathy Lüdge

H-Index: 21

Lina Jaurigue
Lina Jaurigue

H-Index: 10

Data-driven forecasting of nonequilibrium solid-state dynamics

Physical Review B

2023/5/11

Stefan Meinecke
Stefan Meinecke

H-Index: 4

Felix Köster
Felix Köster

H-Index: 3

Kathy Lüdge
Kathy Lüdge

H-Index: 21

Malte Selig
Malte Selig

H-Index: 17

Spontaneous emission noise resilience of coupled nanolasers

Frontiers in Photonics

2023/4/12

Stefan Meinecke
Stefan Meinecke

H-Index: 4

Kathy Lüdge
Kathy Lüdge

H-Index: 21

Multiplexed random-access optical memory in warm cesium vapor

Optics Express

2023/3/13

Elizabeth Robertson
Elizabeth Robertson

H-Index: 7

Kathy Lüdge
Kathy Lüdge

H-Index: 21

Deriving task specific performance from the information processing capacity of a reservoir computer

Nanophotonics

2023/3/10

Felix Köster
Felix Köster

H-Index: 3

Kathy Lüdge
Kathy Lüdge

H-Index: 21

Lina Jaurigue
Lina Jaurigue

H-Index: 10

Photonic reservoir computing for energy efficient and versatile machine learning application

Proceedings of the Royal Society of Victoria

2023

Kathy Lüdge
Kathy Lüdge

H-Index: 21

Master memory function for delay-based reservoir computers with single-variable dynamics

IEEE Transactions on Neural Networks and Learning Systems

2022/11/18

Felix Köster
Felix Köster

H-Index: 3

Serhiy Yanchuk
Serhiy Yanchuk

H-Index: 24

Kathy Lüdge
Kathy Lüdge

H-Index: 21

Photonic reservoir computing with non-linear memory cells: interplay between topology, delay and delayed input

2022/10/3

Lina Jaurigue
Lina Jaurigue

H-Index: 10

Elizabeth Robertson
Elizabeth Robertson

H-Index: 7

Kathy Lüdge
Kathy Lüdge

H-Index: 21

Role of delay-times in delay-based photonic reservoir computing

Optical Materials Express

2022/3/1

Felix Köster
Felix Köster

H-Index: 3

Lina Jaurigue
Lina Jaurigue

H-Index: 10

Kathy Lüdge
Kathy Lüdge

H-Index: 21

Connecting reservoir computing with statistical forecasting and deep neural networks

Nature Communications

2022/1/11

Lina Jaurigue
Lina Jaurigue

H-Index: 10

Kathy Lüdge
Kathy Lüdge

H-Index: 21

See List of Professors in Kathy Lüdge University(Technische Universität Berlin)

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