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Arnd Koeppe

Karlsruhe Institute of Technology

15H-index
69Paper Count
924Citation Count
Published Papers 18
Publication Date
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Unsupervised segmentation of micro-CT scans of polyurethane structures by combining hidden markov random fields and a U-Net
errMaterials Today Communications
IF4.5
err2026-02-07
err0
errOAAI
errJulian Grolig; Lars Griem; Michael Selzer; Hans-Ulrich Kauczor; Simon M.F. Triphan; Britta Nestler; Arnd Koeppe
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errSave
Generative Deep Learning for Advanced Battery Materials
errBatteries & Supercaps
IF4.7
err2025-09-08
err0
errOAAI
errDeepalaxmi Rajagopal; Adrian Cierpka; Britta Nestler; Arnd Koeppe
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errSave
Latent Diffusion Models for Virtual Battery Material Screening and Characterization
errBatteries & Supercaps
IF4.7
err2025-08-16
err0
errOAAI
errDeepalaxmi Rajagopal; Arnd Koeppe; Adrian Cierpka; Britta Nestler
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errSave
Enhancing Solid Oxide Fuel Cells Development through Bayesian Active Learning
errAdvanced Energy Materials
IF26
err2025-07-02
err0
errOAAI
errR. K. Jeela; G. Tosato; M. Ahmad; M. Wieler; A. Koeppe; B. Nestler; D. Schneider
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errSave
Synthetic training data for CT image segmentation of microstructures
errActa Materialia
IF9.3
err2025-06-18
err0
PREAI
errLars Griem; Arnd Koeppe; Alexander Greß; Thomas Feser; Britta Nestler
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Quantitative MRI detects delayed perfusion and impact of bronchial artery dilatation on pulmonary circulation in patients with cystic fibrosis
errEUROPEAN RADIOLOGY
IF4.7
err2025-04-16
err0
errOAAI
errLeutz-Schmidt, Patricia; Grolig, Julian; Wucherpfennig, Lena; Sommerburg, Olaf; Eichinger, Monika; Wege, Sabine; Graeber, Simon Y.; Schenk, Jens-Peter; Alrajab, Abdulsattar; Kauczor, Hans-Ulrich; Stahl, Mirjam; Mall, Marcus A.; Koeppe, Arnd; Nestler, Britta; Selzer, Michael; Triphan, Simon M. F.; Wielpuetz, Mark O.
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errSave
LISA: A Lithium-Ion Solid-State Assistant using large language models for knowledge defragmentation in battery science and beyond
errMATERIALS TODAY COMMUNICATIONS
IF4.5
err2025-04-01
err0
errOAAI
errZhao, Yinghan; Hansen, Anna-Lena; Dahlhaus, Anna; Brandt, Nico; Selzer, Michael; Koeppe, Arnd; Nestler, Britta; Knapp, Michael; Ehrenberg, Helmut
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errSave
From Powder to Pouch Cell: Setting up a Sodium-Ion Battery Reference System Based on Na3V2(PO4)3/C and Hard Carbon
errBATTERIES & SUPERCAPS
IF4.7
err2024-09-06
err2
errOAAI
errStueble, Pirmin; Mueller, Cedric; Bohn, Nicole; Mueller, Marcus; Hofmann, Andreas; Akcay, Tolga; Klemens, Julian; Koeppe, Arnd; Kolli, Satish; Rajagopal, Deepalaxmi; Gesswein, Holger; Schabel, Wilhelm; Scharfer, Philip; Selzer, Michael; Binder, Joachim R.; Smith, Anna
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Experimental evaluation of phase-field-based load-specific shape optimization of nature-inspired porous structures
errMATERIALS TODAY COMMUNICATIONS
IF4.5
err2024-03-01
err2
PREAI
errWallat, Leonie; Koeppe, Arnd; Selzer, Michael; Seiler, Marcus; Poehler, Frank; Nestler, Britta
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Towards automatic feature extraction and sample generation of grain structure by variational autoencoder
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2024-01-01
err5
PREAI
errJi, Ye; Koeppe, Arnd; Altschuh, Patrick; Rajagopal, Deepalaxmi; Zhao, Yinghan; Chen, Weijin; Zhang, Yi; Zheng, Yue; Nestler, Britta
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errSave
Identification of Lithium Compounds on Surfaces of Lithium Metal Anode with Machine-Learning-Assisted Analysis of ToF-SIMS Spectra
errACS APPLIED MATERIALS & INTERFACES
IF8.2
err2023-10-18
err7
errOAAI
errZhao, Yinghan; Otto, Svenja-K.; Lombardo, Teo; Henss, Anja; Koeppe, Arnd; Selzer, Michael; Janek, Juergen; Nestler, Britta
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errSave
Data-Driven Virtual Material Analysis and Synthesis for Solid Electrolyte Interphases
errADVANCED ENERGY MATERIALS
IF26
err2023-09-12
err3
errOAAI
errRajagopal, Deepalaxmi; Koeppe, Arnd; Esmaeilpour, Meysam; Selzer, Michael; Wenzel, Wolfgang; Stein, Helge; Nestler, Britta
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errSave
Characterization of porous membranes using artificial neural networks
errACTA MATERIALIA
IF9.3
err2023-07-01
err8
errOAAI
errZhao, Yinghan; Altschuh, Patrick; Santoki, Jay; Griem, Lars; Tosato, Giovanna; Selzer, Michael; Koeppe, Arnd; Nestler, Britta
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Lattice Metamaterials with Mesoscale Motifs: Exploration of Property Charts by Bayesian Optimization
errADVANCED ENGINEERING MATERIALS
IF3.3
err2023-03-28
err6
errOAAI
errKulagin, Roman; Reiser, Patrick; Truskovskyi, Kyryl; Koeppe, Arnd; Beygelzimer, Yan; Estrin, Yuri; Friederich, Pascal; Gumbsch, Peter
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High-fidelity simulations and data-driven insights on rate-governing phases in duplex and triplex systems during isotropic normal grain growth
errPHYSICAL REVIEW MATERIALS
IF3.4
err2022-11-17
err2
PREAI
errAmos, P. G. Kubendran; Koeppe, Arnd; Perumal, Ramanathan; Nestler, Britta
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Machine Learning Assisted Design of Experiments for Solid State Electrolyte Lithium Aluminum Titanium Phosphate
errfood frontiers
IF2.9
err2022-02-03
err7
errOAAI
errZhao, Yinghan; Schiffmann, Nikolas; Koeppe, Arnd; Brandt, Nico; Bucharsky, Ethel C.; Schell, Karl G.; Selzer, Michael; Nestler, Britta
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Artificial Neural Networks in Motion Analysis-Applications of Unsupervised and Heuristic Feature Selection Techniques
errSENSORS
IF3.5
err2020-08-15
err22
errOAAI
errMundt, Marion; Koeppe, Arnd; Bamer, Franz; David, Sina; Markert, Bernd
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An intelligent nonlinear meta element for elastoplastic continua: deep learning using a new Time-distributed Residual U-Net architecture
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2020-07-01
err39
PREAI
errKoeppe, Arnd; Bamer, Franz; Markert, Bernd
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
Jürgen Janek
H-index: 118 · Papers: 883
M
Marcus Mall
H-index: 82 · Papers: 1.2K
H
Helmut Ehrenberg
H-index: 77 · Papers: 874
Y
Yuri Estrin
H-index: 75 · Papers: 409
P
Peter Gumbsch
H-index: 71 · Papers: 447
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