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Thermodynamically consistent viscoelastic constitutive artificial neural networks: Automating the pipeline from experimental data to finite element simulations2026 Computer Methods in Applied Mechanics and Engineering article Engineering Elasticity and Material Modeling Open access
Kian P. Abdolazizi, Roland Can Aydin, Christian Johannes Cyron, Kevin Linka
4citations -
Transfer-learned Kolosov–Muskhelishvili informed neural networks for fracture mechanics2026 Theoretical and Applied Fracture Mechanics article Engineering Numerical methods in engineering Open access
Shuwei Zhou, Christian Häffner, Shuancheng Wang, Sophie Stebner, Zhen Liao, Bing Yang, +2 more
4citations -
Towards the design of artificial sensing materials via quantum-informed explainable AI2026 Journal of Cheminformatics article Materials Science Machine Learning in Materials Science Open access
Li Chen, Leonardo Rafael Medrano Sandonas, Shirong Huang, Alexander Croy, Gianaurelio Cuniberti
2citations -
The std2 package: A computationally efficient program to calculate molecular response properties and excited states using simplified quantum chemistry methods2026 The Journal of Chemical Physics article Physics and Astronomy Advanced Chemical Physics Studies Open access
Pierre Beaujean, Axel Liger, Arya Satisha, Marilù G. Maraldi, Christoph Bannwarth, Marc de Wergifosse
1citations -
Sensor Scan Simulation for Automated Tuning of Gate-Defined Semiconductor Quantum Dots2026 Zenodo (CERN European Organization for Nuclear Research) article Physics and Astronomy Semiconductor Quantum Structures and Devices Open access
Benjamin Papajewski, Sarah Fleitmann, Fabian Hader, Karin Havemann, Jan Friedrich Vogelbruch, Simon Humpohl, +1 more
0citations -
Community-driven advances in computational mass spectrometry: The perspective of EuBIC-MS members2026 Journal of Proteomics article Chemistry Advanced Proteomics Techniques and Applications Open access
Dirk Winkelhardt, Julia Patricia Schessner, Sven Berres, Alireza Nameni, Armin Soleymaniniya, Ayla Schröder, +17 more
0citations -
XYZ Ruby Code: Making a Case for a Three-Colored Graphical Calculus for Quantum Error Correction in Spacetime2025 RWTH Publications (RWTH Aachen) article Computer Science Quantum Computing Algorithms and Architecture Open access
Julio C. Magdalena de la Fuente, Josias Old, Alex Townsend-Teague, Manuel Rispler, Jens Eisert, Markus Michael Müller
0citations -
Report on Efficient Conversational Large Language Models2026 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Speech and dialogue systems Open access
Cornelius Glackin, Maria Inês Torres, David Thulke, Zoraida Callejas, Marvin Peinado, David Griol, +1 more
0citations