Aachen papers per year
Papers 17
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An artificial neural network for surrogate modeling of stress fields in viscoplastic polycrystalline materials2023 npj Computational Materials article Materials Science Microstructure and mechanical properties Open access
Mohammad Sarkari Khorrami, Jaber Rezaei Mianroodi, Nima Hamidi Siboni, Pawan Goyal, Bob Svendsen, Peter Benner, +1 more
96citations -
Ab initio molecular dynamics and materials design for embedded phase-change memory2021 npj Computational Materials article Materials Science Phase-change materials and chalcogenides Open access
Liang Sun, Yuxing Zhou, Xudong Wang, Yuhan Chen, Volker L. Deringer, Riccardo Mazzarello, +1 more
70citations -
Time-dependent density-functional theory molecular-dynamics study on amorphization of Sc-Sb-Te alloy under optical excitation2020 npj Computational Materials article Materials Science Phase-change materials and chalcogenides Open access
Xuepeng Wang, Xianbin Li, Nian‐Ke Chen, Junhyeok Bang, Ryky Nelson, Christina Ertural, +3 more
48citations -
Common workflows for computing material properties using different quantum engines2021 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access
Sebastiaan P. Huber, Emanuele Bosoni, Marnik Bercx, Augustin Degomme, Vladimir Dikan, Kristjan Eimre, +19 more
40citations -
Modeling and simulation of microstructure in metallic systems based on multi-physics approaches2022 npj Computational Materials article Materials Science Microstructure and mechanical properties Open access
Jaber Rezaei Mianroodi, Pratheek Shanthraj, Chuanlai Liu, Samad Vakili, Sharan Roongta, Nima Hamidi Siboni, +6 more
37citations -
Phonon-mediated unconventional superconductivity in rhombohedral stacked multilayer graphene2024 npj Computational Materials article Earth and Planetary Sciences High-pressure geophysics and materials Open access
Emil Viñas Boström, Ammon Fischer, Jonas B. Profe, Jin Zhang, Dante Marvin Kennes, Ángel Rubio
18citations -
Discovery of liquid crystalline polymers with high thermal conductivity using machine learning2025 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access
Hayato Maeda, Stephen Wu, Rika Marui, Erina Yoshida, Kan Hatakeyama‐Sato, Yuta Nabae, +13 more
16citations -
Ultrafast antiferromagnetic switching of Mn2Au with laser-induced optical torques2024 npj Computational Materials article Physics and Astronomy Magnetic properties of thin films Open access
Jackson L. Ross, Paul-Iulian Gavriloaea, Frank Freimuth, T. Adamantopoulos, Yuriy Mokrousov, Richard F. L. Evans, +3 more
15citations -
Digitalizing metallic materials from image segmentation to multiscale solutions via physics informed operator learning2025 npj Computational Materials article Physics and Astronomy Model Reduction and Neural Networks Open access
Shahed Rezaei, Kianoosh Taghikhani, Alexandre Viardin, Reza Najian Asl, Nikhil Vijay Jagtap, David Benjamin Bailly, +7 more
7citations -
Systematic cRPA study of two-dimensional MA2Z4 materials: from unconventional screening to correlation-driven instabilities2025 npj Computational Materials article Materials Science 2D Materials and Applications Open access
F. Bagherpour, Y. Yekta, H. Hadipour, E. Şaşıoğlu, Ali Khademi, S. A. Jafari, +2 more
3citations -
High-throughput parameter estimation from experimental data using Bayesian Inference with accelerated sampling2026 npj Computational Materials article Engineering Perovskite Materials and Applications Open access
Basita Das, William Heymann, Yueming Wang, Uwe Rau, Thomas Kirchartz, Tonio Buonassisi
0citations -
Systematic cRPA study of two-dimensional MA2Z4 materials: from unconventional screening to correlation-driven instabilities2025 npj Computational Materials article Materials Science MXene and MAX Phase Materials Open access
F. Bagherpour, Y. Yekta, H. Hadipour, E. Şaşıoğlu, A. Khademi, S. Jafari, +2 more
0citations
17 results
Most active Aachen authors
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Dante Marvin Kennes 6,541 citations overall2 papers
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Bob Svendsen 6,367 citations overall2 papers
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Chongxiao Fan 207 citations overall2 papers
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Mahmoud Zeer 98 citations overall2 papers
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Riccardo Mazzarello 36,356 citations overall1 paper
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Richard Dronskowski 34,318 citations overall1 paper
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Uwe Rau 23,477 citations overall1 paper
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Thomas Bergs 5,996 citations overall1 paper
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Sven Ingebrandt 5,844 citations overall1 paper
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Ulrich Krupp 5,172 citations overall1 paper
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Markus Apel 2,690 citations overall1 paper
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Christina Ertural 2,633 citations overall1 paper
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Shahed Rezaei 2,207 citations overall1 paper
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Ryky Nelson 2,115 citations overall1 paper
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Xuan Thang Vu 1,452 citations overall1 paper