Forschungsbericht 2024

Machine Learning in Virtual Materials Design M-EXK5

Leitung: Aydin, Roland C.
Gründungsdatum: 1.7.2023

Institut auf TORE
Institutswebsite

Publikationen

• T-matrix representation of optical scattering response: Suggestion for a data format - Journal Article
  Asadova, Nigar; Achouri, Karim; Arjas, Kristian; Auguié, Baptiste; Aydin, Roland; Baron, Alexandre; Beutel, Dominik; Bodermann, Bernd; Boussaoud, Kaoutar; Burger, Sven; Choi, Minseok; Czajkowski, Krzysztof M.; Evlyukhin, Andrey B.; Fazel-Najafabadi, Atefeh; Fernandez-Corbaton, Ivan; Garg, Puneet; Globosits, David; Hohenester, Ulrich; Kim, Hongyoon; Kim, Seokwoo; Lalanne, Philippe; Le Ru, Eric C.; Meyer, Jörg; Mun, Jungho; Pattelli, Lorenzo; Pflug, Lukas; Rockstuhl, Carsten; Rho, Junsuk; Rotter, Stefan; Stout, Brian; Törmä, Päivi; Trigo, Jorge Olmos; Tristram, Frank; Tsitsas, Nikolaos L.; Vallée, Renaud; Vynck, Kevin; Weiss, Thomas; Wiecha, Peter R.; Wriedt, Thomas; Yannopapas, Vassilios; Yurkin, Maxim A.; Zouros, Grigorios P.
  Journal of Quantitative Spectroscopy and Radiative Transfer 333: 109310 (2024)
  Open Access | Publisher DOI
  
  
• Gene regulatory network analysis identifies MYL1, MDH2, GLS, and TRIM28 as the principal proteins in the response of mesenchymal stem cells to Mg²⁺ ions - Journal Article
  Nourisa, Jalil; Passemiers, Antoine; Shakeri, Farhad; Omidi, Maryam; Helmholz, Heike; Raimondi, Daniele; Moreau, Yves; Tomforde, Sven; Schlüter, Hartmuth; Luthringer-Feyerabend, Bérengère J. C.; Cyron, Christian J.; Aydin, Roland; Willumeit-Römer, Regine; Zeller-Plumhoff, Berit
  Computational and Structural Biotechnology Journal 23: 1773–1785 (2024)
  Open Access | Publisher DOI
  
  
• Enhancing 3D reconstruction accuracy of FIB tomography data using multi-voltage images and multimodal machine learning - Journal Article
  Sardhara, Trushal; Shkurmanov, Alexander; Li, Yong; Riedel, Lukas; Shi, Shan; Cyron, Christian J.; Aydin, Roland; Ritter, Martin
  Nanomanufacturing and Metrology 7 (1): 4 (2024)
  Open Access | Publisher DOI
  
  
• Comparative analysis of ternary TiAlNb interatomic potentials: moment tensor vs. deep learning approaches - Journal Article
  Chandran, Anju; Santhosh, Archa; Pistidda, Claudio; Jerabek, Paul; Aydin, Roland; Cyron, Christian J.
  Frontiers in Materials 11: (2024)
  Open Access | Publisher DOI
  
  
• Role of slice thickness quantification in the 3D reconstruction of FIB tomography data of nanoporous materials - Journal Article
  Sardhara, Trushal; Shkurmanov, Alexander; Li, Yong; Shi, Shan; Cyron, Christian J.; Aydin, Roland; Ritter, Martin
  Ultramicroscopy 256: 1-9 (2024)
  Open Access | Publisher DOI