Wedge-type engineered analog SiO$_\mathrm{x}$/Cu/SiO$_\mathrm{x}$-Memristive Devices for Neuromorphic Applications

Authors: Lamprecht, Rouven, Vialetto, Luca, Gergs, Tobias, Zahari, Finn, Marquardt, Richard, Trieschmann, Jan, Kohlstedt, Hermann

Subject Terms: Condensed Matter - Mesoscale and Nanoscale Physics

Access URL: http://arxiv.org/abs/2406.18998

Physics-based Modeling and Simulation of Nanoparticle Networks

Authors: Hemke, Torben, Struck, Robin, Yarragolla, Sahitya, Gergs, Tobias, Trieschmann, Jan, Mussenbrock, Thomas

Subject Terms: Condensed Matter - Materials Science

Access URL: http://arxiv.org/abs/2406.18666

Nonlinear behavior of memristive devices for hardware security primitives and neuromorphic computing systems

Authors: Yarragolla, Sahitya, Hemke, Torben, Jalled, Fares, Gergs, Tobias, Trieschmann, Jan, Arul, Tolga, Mussenbrock, Thomas

Subject Terms: Computer Science - Emerging Technologies, Condensed Matter - Mesoscale and Nanoscale Physics

Access URL: http://arxiv.org/abs/2402.04848

Machine learning for advancing low-temperature plasma modeling and simulation

Authors: Trieschmann, Jan, Vialetto, Luca, Gergs, Tobias

Subject Terms: Physics - Plasma Physics, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2307.00131

PECVD and PEALD on polymer substrates (Part II): Understanding and tuning of barrier and membrane properties of thin films

Authors: Arcos, Teresa de los, Awakowicz, Peter, Böke, Marc, Boysen, Nils, Brinkmann, Ralf Peter, Dahlmann, Rainer, Devi, Anjana, Eremin, Denis, Franke, Jonas, Gergs, Tobias, Jenderny, Jonathan, Kemaneci, Efe, Kühne, Thomas D., Kusmierz, Simon, Mussenbrock, Thomas, Rubner, Jens, Trieschmann, Jan, Wessling, Matthias, Xie, Xiaofan, Zanders, David, Zysk, Frederik, Grundmeier, Guido

Subject Terms: Condensed Matter - Soft Condensed Matter, Condensed Matter - Materials Science

Access URL: http://arxiv.org/abs/2306.14797

PECVD and PEALD on polymer substrates (part I): Fundamentals and analysis of plasma activation and thin film growth

Authors: Arcos, Teresa de los, Awakowicz, Peter, Benedikt, Jan, Biskup, Beatrix, Böke, Marc, Boysen, Nils, Buschhaus, Rahel, Dahlmann, Rainer, Devi, Anjana, Gergs, Tobias, Jenderny, Jonathan, von Keudell, Achim, Kühne, Thomas D., Kusmierz, Simon, Müller, Hendrik, Mussenbrock, Thomas, Trieschmann, Jan, Zanders, David, Zysk, Frederik, Grundmeier, Guido

Subject Terms: Condensed Matter - Soft Condensed Matter, Condensed Matter - Materials Science

Access URL: http://arxiv.org/abs/2307.00011

Physics-separating artificial neural networks for predicting sputtering and thin film deposition of AlN in Ar/N$_2$ discharges on experimental timescales

Authors: Gergs, Tobias, Mussenbrock, Thomas, Trieschmann, Jan

Subject Terms: Condensed Matter - Materials Science, Computer Science - Machine Learning, Physics - Plasma Physics

Access URL: http://arxiv.org/abs/2301.03524

Physics-separating artificial neural networks for predicting initial stages of Al sputtering and thin film deposition in Ar plasma discharges

Authors: Gergs, Tobias, Mussenbrock, Thomas, Trieschmann, Jan

Subject Terms: Condensed Matter - Materials Science, Computer Science - Machine Learning, Physics - Plasma Physics

Access URL: http://arxiv.org/abs/2211.04796

Charge-optimized many-body interaction potential for AlN revisited to explore plasma-surface interactions

Authors: Gergs, Tobias, Mussenbrock, Thomas, Trieschmann, Jan

Subject Terms: Physics - Plasma Physics, Condensed Matter - Materials Science, Physics - Computational Physics

Access URL: http://arxiv.org/abs/2208.11605

Molecular Dynamics Study on the Role of Ar Ions in the Sputter Deposition of Al Thin Films

Authors: Gergs, Tobias, Mussenbrock, Thomas, Trieschmann, Jan

Subject Terms: Condensed Matter - Materials Science

Access URL: http://arxiv.org/abs/2110.00356

An efficient plasma-surface interaction surrogate model for sputtering processes based on autoencoder neural networks

Authors: Gergs, Tobias, Borislavov, Borislav, Trieschmann, Jan

Subject Terms: Physics - Computational Physics, Computer Science - Machine Learning, Physics - Plasma Physics

Access URL: http://arxiv.org/abs/2109.01406

Generalized Method for Charge Transfer Equilibration in Reactive Molecular Dynamics

Authors: Gergs, Tobias, Schmidt, Frederik, Mussenbrock, Thomas, Trieschmann, Jan

Subject Terms: Condensed Matter - Materials Science

Access URL: http://arxiv.org/abs/2006.04157

A generic method for equipping arbitrary rf discharge simulation frameworks with external lumped element circuits

Authors: Schmidt, Frederik, Trieschmann, Jan, Gergs, Tobias, Mussenbrock, Thomas

Subject Terms: Physics - Plasma Physics

Access URL: http://arxiv.org/abs/1902.02074

Machine learning plasma-surface interface for coupling sputtering and gas-phase transport simulations

Authors: Krüger, Florian, Gergs, Tobias, Trieschmann, Jan

Subject Terms: Physics - Plasma Physics, Computer Science - Machine Learning, Physics - Computational Physics

Access URL: http://arxiv.org/abs/1810.04510

Integration of external electric fields in molecular dynamics simulation models for resistive switching devices

Authors: Gergs, Tobias, Dirkmann, Sven, Mussenbrock, Thomas

Subject Terms: Condensed Matter - Materials Science, Condensed Matter - Mesoscale and Nanoscale Physics, Physics - Computational Physics

Access URL: http://arxiv.org/abs/1802.10590

Thickness‐Related Analog Switching in SiOx/Cu/SiOx Memristive Devices for Neuromorphic Applications.

Authors: Lamprecht, Rouven¹, rola@tf.uni-kiel.de, Vialetto, Luca^2,3, Gergs, Tobias², Zahari, Finn¹, Marquardt, Richard¹, Kohlstedt, Hermann^1,4, Trieschmann, Jan^2,4, jt@tf.uni-kiel.de

Source: Advanced Engineering Materials; Jan2025, Vol. 27 Issue 2, p1-10, 10p

Thickness‐Related Analog Switching in SiOx/Cu/SiOx Memristive Devices for Neuromorphic Applications.

Authors: Lamprecht, Rouven, Vialetto, Luca, Gergs, Tobias, Zahari, Finn, Marquardt, Richard, Kohlstedt, Hermann, Trieschmann, Jan

Source: Advanced Engineering Materials; Jan2025, Vol. 27 Issue 2, p1-10, 10p

Subject Terms: COPPER, MONTE Carlo method, COMPUTER systems, TITANIUM nitride, EXPONENTS

Generalized Method for Charge-Transfer Equilibration in Reactive Molecular Dynamics

Authors: Gergs, Tobias, Schmidt, Frederik, Mussenbrock, Thomas, Trieschmann, Jan

Source: JOURNAL OF CHEMICAL THEORY AND COMPUTATION. 17(11):6691-6704

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN632732502&indx=1&recIds=ETOCRN632732502

Identifying and understanding the nonlinear behavior of memristive devices.

Authors: Yarragolla, Sahitya, Hemke, Torben, Jalled, Fares, Gergs, Tobias, Trieschmann, Jan, Arul, Tolga, Mussenbrock, Thomas

Source: Scientific Reports; 12/30/2024, Vol. 14 Issue 1, p1-13, 13p

Subject Terms: ARTIFICIAL neural networks, CURRENT-voltage characteristics, INDUCTIVE effect, CHEMICAL processes, FOURIER series, HUMAN fingerprints

Charge-optimized many-body interaction potential for AlN revisited to explore plasma–surface interactions.

Authors: Gergs, Tobias¹ (AUTHOR), Mussenbrock, Thomas¹ (AUTHOR), Trieschmann, Jan^2,3 (AUTHOR) jt@tf.uni-kiel.de

Source: Scientific Reports. 3/31/2023, Vol. 13 Issue 1, p1-12. 12p.

Subject Terms: *PLASMA-wall interactions, *THIN film deposition, *PARTICLE emissions, *SPHALERITE, *COLLISIONS (Nuclear physics), *HOPPING conduction, *PLASMA deposition, *ION bombardment