Intelligent Monitoring Technology of Partial Discharge Based on an Integrated Sensing–Memory–Computation System.

Yu Zhao, Jia-Wei Zhang, Fouad Belhora, Abdelowahed Hajjaji, and Chen Song

Langmuir, 2025.

IoT-based green-smart photovoltaic system under extreme climatic conditions for sustainable energy development.

Yufei Wang, Jia-Wei Zhang, Kaiji Qiang, Runze Han, Xing Zhou, Chen Song, Bin Zhang, Chatchai Putson, Fouad Belhora, Hajjaji Abdelowahed

Global Energy Interconnection, Volume 7, Issue 6, Pages 836-856, 2024.

Empowering IoT-based electrostatic sensing network with measurement and controlling strategies: From space-air-ground perspective.

Weichen Dang, Jia-Wei Zhang, Xuan Meng, Bin Zhang, Chen Song, Jianwei Zhang, and Fouad Belhora

Energy Reports, vol. 12, pp. 4607–4616, 2024.

Machine Learning with Physics Knowledge for Prediction: A Survey.

Joe Watson, Chen Song, Oliver Weeger, Theo Gruner, An T. Le, Kay Hansel, Ahmed Hendawy, Oleg Arenz, Will Trojak, Miles Cranmer, Carlo D'Eramo, Fabian Bülow, Tanmay Goyal, Jan Peters, Martin W. Hoffman

ArXiv, 2024.

Open Reference Architecture for Sustainable Papermaking based on Industrial Interoperability Standards and Cloud-Native Technologies.

Prerna Juhlin, Rosario Othen, Andreas Zehnpfund, Chen Song, Jan Schlake, Andreas Schmeiser, Kai Kratzer, Jonathan Sejdija, Philip Kayser

IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), 2024.

Optimal hourly scheduling of all-electric mine operations considering renewable energy integration.

Boda Li, Ahmed Hajji, Diana Valencia, and Chen Song

VDI Wissensforum GmbH, Ed., pp. 841-854, 2024.

Towards fleet power and energy management of parallel hoist operation in underground mines.

T. Loss, C. Song, O. Eklundh, S. Thorburn, T. Sterner, M. Emanuelsson and C. Björk

9th International Conference and Exhibition on Mass Mining, MassMin 2024, 2024.

Numerical investigation on the convergence of self-consistent schrödinger-poisson equations in semiconductor device transport simulation.

Junyan Zhu, Jiang Cao, Chen Song, Bo Li, and Zhengsheng Han

Nanotechnology, vol. 35, no. 31, p. 315 001, 2024.

Jiezi: An open-source python software for simulating quantum transport based on non-equilibrium green’s function formalism.

Junyan Zhu, Jiang Cao, Chen Song, Bo Li, and Zhengsheng Han

Computer Physics Communications, vol. 302, p. 109 251, 2024.

Random telegraph noise characteristic of nonvolatile resistive random access memories based on optical interference principle.

Sichen Qin, Guiquan Zhang, Jiawei Zhang, Yu Zhao, Chen Song, Yannick Emonds, and Holger Fröning

Japanese Journal of Applied Physics, 2024.

Unsupervised learning of batch production steps based on toeplitz inverse covariance clustering.

Chen Song, Katharina Kornmeier, and Marco Gärtler

VDI Wissensforum GmbH, Ed., pp. 791–804, 2023.

Comparison of various dynamic time warping approach for analysis of time series data from batch processes.

Hend Oni, Ruomu Tan, Marco Gärtler, and Chen Song

VDI Wissensforum GmbH, Ed., pp. 819–834, 2023.

Machine Learning Approaches for Phase Identification Using Process Variables in Batch Processes.

Gärtler, Marco and Hollender, Martin and Klöpper, Benjamin and Maczey, Sylvia and Tan, Ruomu and Song, Chen and Bähner, Franz David and Krämer, Stefan and Just, Gregor and Khaydarov, Valentin and Urbas, Leon and Gedda, Rebecca

Chemie Ingenieur Technik, vol. 16, no. 1, 2023.

Deep anomaly detection on tennessee eastman process data.

Fabian Hartung, Billy Joe Franks1, Tobias Michels, Dennis Wagner, Philipp Liznerski, Steffen Reithermann, Sophie Fellenz, Fabian Jirasek, Maja Rudolph, Daniel Neider, Heike Leitte, Chen Song, Benjamin Klöpper, Stephan Mandt, Michael Bortz, Jakob Burger, Hans Hasse, and Marius Kloft

Chemie Ingenieur Technik, vol. 16, no. 1, 2023.

Numerical and machine learning analysis of the parameters affecting the regionally delivered nasal dose of nano- and micro-sized aerosolized drugs.

Ali Farnoud, Hesam Tofighian, Ingo Baumann, Kaveh Ahookhosh, Oveis Pourmehran, Xinguang Cui, Vincent Heuveline, Chen Song, Sarah Vreugde, Peter-John Wormald, Michael P. Menden, and Otmar Schmid

Pharmaceuticals, vol. 16, no. 1, 2023.

Recognizing phases in batch production via interactive feature extraction.

Nick Just, Chen Song, Ernst Georg Haffner, and Marco Gärtler

IEEE International Conference on Robotics, Automation and Artificial Intelligence (RAAI), 2022.

An optical measurement method for nanosecond impulse signal monitoring of partial discharge based on fabry-perot interferometer sensing system.

Jiawei Zhang, Li Wang, Junhui Chen, Matsumoto Takao, Sombel Diaham, and Chen Song

Japanese Journal of Applied Physics, vol. 61, no. 10, p. 102 006, 2022.

Active learning application for recognizing steps in chemical batch production.

Asif Ahmad, Chen Song, Ruomu Tan, Marco Gärtler, and Benjamin Klöpper

IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), 2022, pp. 1–4.

Phase identification of batch processes by using active learning.

Chen Song, Marco Gärtler, and Benjamin Klöpper

VDI-Berichte, VDI Verlag GmbH, Jun. 2022, pp. 625–636.

Material tracking based soft sensor for greenhouse gas emission monitoring in process industries.

Chen Song, Jan-Christoph Schlake, and Sophie Emmrich

VDI-Berichte, VDI Verlag GmbH, Jun. 2022, pp. 161–174.

Spatial Effect on Separatrix of Two-Cell System and Parameter Sensitivity Analysis.

Chen Song, Jonas Roller, Ana Victoria Ponce-Bobadilla, Nicolas Palacio-Escat,Julio Saez-Rodriguez and Vincent Heuveline

Preprint Series of the Engineering Mathematics and Computing Lab. vol. 0, no. 01, 2021.

A simple model for portable and fast prediction of execution time and power consumption of GPU kernels.

Lorenz Braun, Sotirios Nikas, Chen Song, Vincent Heuveline, and Holger Fröning

ACM Trans. Archit. Code Optim.,vol. 18, no. 1, Dec. 2020.

Extraction of spatial-temporal features of bus loads in electric grids through clustering in a dynamic model space.

Wei Zhang, Gang Mu, Chen Song, Gangui Yan, and Vincent Heuveline

IEEE Access, no. 8, pp. 5852–5861, 2020.

Characterization simulation of a bulk mosfet in steady state with sipg method.

Jun-Yan Zhu, Chen Song, Vincent Heuveline, Bo Li, Bin-Hong Li, Zheng-Sheng Han, and Xin-Yu Liu

15th IEEE International Conference on Solid-State and Integrated Circuit Technology (ICSICT), 2020, pp. 1–3.

Uncertainty assessment of the blood damage in a FDA blood pump.

Chen Song, Vincent Heuveline

Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP), Greece, 2019.

Influence of potential induced degradation phenomena on electrical insulating backsheet in photovoltaic modules.

Jia-wei Zhang, De-kun Cao, Yan chen Cui, Fei Wang, Chatchai Putson, and Chen Song

Journal of Cleaner Production, vol. 208, pp. 333 –339, 2019.

Studies of radiation effects in al2o3-based metal-oxide-semiconductor structures induced by si heavy ions.

Jing Zhang, Xi Chen, Lei Wang, Zhongshan Zheng, Huiping Zhu, Bo Li, Jiantou Gao, Duoli Li, Jiaju Luo, Zhengshen Han, Chen Song, and Xinyu Liu

Journal of Applied Physics, vol. 125, no. 11, p. 115 701, 2019.

Uncertainty quantification for a blood pump device with generalized polynomial chaos expansion.

Chen Song

Dissertation, Heidelberg University Library, 2018.

Investigation of the influence of electron avalanche on the crystallinity of backsheet in solar photovoltaic system for sustainable energy.

Jia-wei Zhang, De-kun Cao, Yan-chen Cui, Chatchai Putson, Chen Song, and Peng Huang

Journal of Cleaner Production, vol. 189, pp. 169–175, 2018.

HiFlow3 – technical report on release 2.0.

Simon Gawlok, Philipp Gerstner, Saskia Haupt, Vincent Heuveline, Jonas Kratzke, Philipp Lösel, Katrin Mang, Mareike Schmidtobreick, Nicolai Schoch, Nils Schween, Jonathan Schwegler, Chen Song, and Martin Wlotzka

Preprint Series of the Engineering Mathematics and Computing Lab, vol. 0, no. 06, 2017.

Multilevel preconditioner of polynomial chaos method for quantifying uncertainties in a blood pump.

Chen Song and Vincent Heuveline

International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP), Greece, 2017.

Sparse grids for quantifying motion uncertainties in biomechanical models of radiotherapy patients.

Chen Song, Markus Stoll, Kristina Giske, Rolf Bendl, and Vincent Heuveline

Preprint Series of the Engineering Mathematics and Computing Lab, vol. 0, no. 01, 2017.

Numerical simulation and experiments on monopolar negative corona discharge applied in nanocomposites.

Jia-wei Zhang, Chao Yin, Chen Song, Rui-tong Liu, and Bo Li

IEEE Transactions on Dielectrics and Electrical Insulation, vol. 24, no. 2, pp. 791–797, 2017.

A polynomial chaos method for uncertainty quantification in blood pump simulation.

Micheal Schick, Chen Song, and Vincent Heuveline

International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP), Greece, 2015.

PDE modeling with modelica via fmi import of hiflow3 C++ components with parallel multi-core simulations.

Chen Song, Kristian Stavåker, Martin Wlotzka, Peter Fritzson, and Vincent Heuveline

Proceedings of the 55th Conference on Simulation and Modelling (SIMS 55), Modelling, Simulation and Optimization, 21-22 October 2014.