Prof. Frank Cichos Profile

Prof. Frank Cichos

Professor at Univ Leipzig

SPIE Involvement:

Conference Program Committee | Author

Publications (21)

Proceedings Article | 4 October 2024 Presentation

Harnessing synthetic active particles for physical reservoir computing

Frank Cichos, Xiangzun Wang

Proceedings Volume PC13118, PC131180C (2024) https://doi.org/10.1117/12.3027975

KEYWORDS: Reservoir computing, Particles, Oscillators, Machine learning, Data processing, Computing systems, Computer hardware, Complex systems, Bacteria

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Proceedings Article | 5 October 2023 Poster

Investigation of optical properties of opto-thermally assembled three-dimensional photonic crystals

Diptabrata Paul, Desmond Quinn, Frank Cichos

Proceedings Volume PC12649, PC126491P (2023) https://doi.org/10.1117/12.2681346

KEYWORDS: Photonic crystals, Optical properties, Spectroscopy, Geometrical optics, Thin films, Thermography, Sensors, Scattering, Physics, Particles

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Proceedings Article | 5 October 2023 Presentation

Opto-thermal assembly of three-dimensional photonic crystals

Diptabrata Paul, Desmond Quinn, Frank Cichos

Proceedings Volume PC12649, PC1264913 (2023) https://doi.org/10.1117/12.2681109

KEYWORDS: Photonic crystals, Geometrical optics, Spectroscopy, Thin films, Thermography, Sensors, Scattering, Particles, Optical properties, Optical manipulation

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Proceedings Article | 4 October 2022 Presentation

Microfluidics with feedback control and machine learning (Conference Presentation)

Desmond Quinn, Tobias Thalheim, Frank Cichos

Proceedings Volume PC12204, PC122040S (2022) https://doi.org/10.1117/12.2633484

KEYWORDS: Microfluidics, Machine learning, Feedback control, Thermography, Spectroscopy, Liquids, Biological and chemical sensing

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Proceedings Article | 4 October 2022 Presentation

Realization of reservoir computing by delayed oscillators with active microparticles (Conference Presentation)

Xiangzun Wang, Frank Cichos

Proceedings Volume PC12204, PC1220417 (2022) https://doi.org/10.1117/12.2633310

KEYWORDS: Oscillators, Particles, Liquids, Neural networks, Multiplexing, Electronic circuits, Computer architecture

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Proceedings Article | 3 October 2022 Presentation + Paper

Deep reinforcement learning with artificial microswimmers

Ravi Pradip, Frank Cichos

Proceedings Volume 12204, 122040F (2022) https://doi.org/10.1117/12.2633774

KEYWORDS: Artificial intelligence, Machine learning, Microorganisms, Computer simulations, LabVIEW

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Proceedings Article | 3 October 2022 Poster

Optical manipulation of single DNA molecules by depletion interactions

David Simon, Tobias Thalheim, Frank Cichos

Proceedings Volume PC12198, PC121981C (2022) https://doi.org/10.1117/12.2633546

KEYWORDS: Molecules, Optical manipulation, Molecular interactions, Thin films, Near infrared, Macromolecules, Laser stabilization, Feedback control, Chromium

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Proceedings Article | 3 October 2022 Presentation

Optically Controlled Thermohyrodynamic Trapping of Single Nanoparticles

Martin Fränzl, Frank Cichos

Proceedings Volume PC12198, PC1219814 (2022) https://doi.org/10.1117/12.2633324

KEYWORDS: Thermography, Nanoparticles, Thin films, Temperature metrology, Plasmonics, Multiplexing, Modulation, Microfluidics, Liquids, Interfaces

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Proceedings Article | 1 August 2021 Presentation

Enhanced force-field calibration via machine learning

Aykut Argun, Tobias Thalheim, Stefano Bo, Frank Cichos, Giovanni Volpe

Proceedings Volume 11798, 117981S (2021) https://doi.org/10.1117/12.2593655

KEYWORDS: Calibration, Machine learning, Particles, Thermodynamics, Neural networks, Biophysics

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Proceedings Article | 1 August 2021 Presentation

Characterization of feedback systems with time delay using machine learning

Aykut Argun, Tobias Thalheim, Stefano Bo, Frank Cichos, Giovanni Volpe

Proceedings Volume 11804, 1180414 (2021) https://doi.org/10.1117/12.2593592

KEYWORDS: Machine learning, Stochastic processes, Particles, Neural networks, Bacteria

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Proceedings Article | 5 March 2021 Presentation

Thermophoretic trapping of single amyloid fibrils

Tobias Thalheim, Benjamin Fanselow, Martin Fränzl, Juliane Adler, Daniel Huster, Juliane Posseckardt, Michael Mertig, Frank Cichos

Proceedings Volume 11647, 1164711 (2021) https://doi.org/10.1117/12.2578289

KEYWORDS: Diffusion, Thermography, Proteins, Plasmonics, Alzheimer's disease

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Proceedings Article | 20 August 2020 Presentation

Calibration of force fields using recurrent neural networks

Aykut Argun, Tobias Thalheim, Frank Cichos, Giovanni Volpe

Proceedings Volume 11469, 1146916 (2020) https://doi.org/10.1117/12.2567931

KEYWORDS: Calibration, Neural networks, Particles, Biophysics, Diffusion, Elementary particles, Stochastic processes

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Proceedings Article | 20 August 2020 Presentation

Real-time localization and classification for digital microscopy using single-shot convolutional neural networks

Martin Fränzl, Frank Cichos

Proceedings Volume 11469, 114691G (2020) https://doi.org/10.1117/12.2568368

KEYWORDS: Microscopy, Convolutional neural networks, Image processing, Signal to noise ratio, LabVIEW, Optimization (mathematics), Network architectures, Particles, Feedback control, Computer programming languages

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Proceedings Article | 20 August 2020 Presentation

Reinforcement learning with a single microswimmer

Santiago Muiños-Landin, Alexander Fischer, Viktor Holubec, Frank Cichos

Proceedings Volume 11469, 114690Z (2020) https://doi.org/10.1117/12.2568456

KEYWORDS: Organisms, Particles, Robotic systems, Robots, Machine learning, Bacteria

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Proceedings Article | 20 August 2020 Presentation

Trapping with optical pumped heat sources: From trapped molecules to colloids

Frank Cichos

Proceedings Volume 11463, 1146308 (2020) https://doi.org/10.1117/12.2570469

KEYWORDS: Molecules, Physics, Polymers, Particles, Liquids, Metals, Optical pumping, Interfaces, Proteins, Thermography

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Proceedings Article | 23 November 2016 Presentation + Paper

Thermophoretic trapping and manipulation of single molecules

Marco Braun, Tobias Thalheim, Katrin Günther, Michael Mertig, Frank Cichos

Proceedings Volume 9922, 99220Z (2016) https://doi.org/10.1117/12.2239481

KEYWORDS: Molecules, Plasmonics, Feedback control, Gold, Electroluminescent displays, Liquids, Temperature metrology, Particles, Glasses, Chemistry

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Proceedings Article | 15 November 2016 Presentation + Paper

Polarization of thermophoretic swimmers in external temperature fields

Andreas Bregulla, Frank Cichos

Proceedings Volume 9922, 99221L (2016) https://doi.org/10.1117/12.2239482

KEYWORDS: Gold, Polarization, Particles, Polymers, Photonic nanostructures, Temperature metrology, Electroluminescent displays, Nanoparticles, Detection and tracking algorithms, Metals

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Proceedings Article | 28 February 2009 Paper

Nanoscale distance fluctuations probed by photothermal correlation spectroscopy

Miriam Wähnert, Romy Radünz, Frank Cichos

Proceedings Volume 7185, 71850V (2009) https://doi.org/10.1117/12.817847

KEYWORDS: Particles, Absorption, Fluorescence resonance energy transfer, Gold, Nanoparticles, Distance measurement, Spectroscopy, Plasmons, Scattering, Light scattering

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Proceedings Article | 9 June 2006 Paper

Variation of power-law dynamics caused by dark state recovery of fluorescence intermittency of a single quantum system

Jörg Schuster, Frank Cichos, Christian von Borczyskowski

Proceedings Volume 6258, 625804 (2006) https://doi.org/10.1117/12.677043

KEYWORDS: Luminescence, Molecules, Nanocrystals, Silica, Statistical analysis, Semiconductors, Dielectrics, Molecular photonics, Confocal microscopy, Molecular lasers

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Proceedings Article | 23 November 2005 Paper

Fabrication and primary photoevents in self-assembled nanocomposites based on semiconductor quantum dots and tetrapyrrole chromophores

Eduard Zenkevich, A. Shulga, Thomas Blaudeck, F. Cichos, Christian von Borczyskowski

Proceedings Volume 6002, 60020Z (2005) https://doi.org/10.1117/12.631440

KEYWORDS: Luminescence, Molecules, Semiconductors, Absorption, Quantum dots, Ions, Zinc, Fluorescence resonance energy transfer, Nanocomposites, Energy transfer

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