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A defect-chemistry-informed phase-field model of grain growth in oxide ceramics: application to Fe-doped SrTiO32024 arXiv (Cornell University) preprint Materials Science Solidification and crystal growth phenomena Open access
Kai Wang, Roger A. De Souza, Xiang‐Long Peng, Rotraut Merkle, Wolfgang Rheinheimer, Karsten Albe, +1 more
2citations -
Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning2020 Journal of Computational Physics article Materials Science Machine Learning in Materials Science Open access cited by 3 patents
Kevin Linka, Markus Hillgärtner, Kian P. Abdolazizi, Roland Can Aydin, Mikhail Itskov, Christian Johannes Cyron
341citations -
Laboratory simulation of fault reactivation by fluid injection and implications for induced seismicity at the BedrettoLab, Swiss Alps2023 Tectonophysics article Earth and Planetary Sciences earthquake and tectonic studies Open access
Giuseppe Volpe, Giacomo Pozzi, Cristiano Collettini, Elena Spagnuolo, Peter Achtziger-Zupančič, Alba Zappone, +4 more
25citations -
Identification of Martensite Bands in Dual‐Phase Steels: A Deep Learning Object Detection Approach Using Faster Region‐Based‐Convolutional Neural Network2023 steel research international article Engineering Microstructure and Mechanical Properties of Steels Open access
Niklas C. Fehlemann, Ana Lia Suarez Aguilera, Stefan Sandfeld, Maximilian Neite, David Lenz, Markus Könemann, +1 more
9citations -
3D printed magneto-active microfiber scaffolds for remote stimulation of 3D in vitro skeletal muscle models2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Materials Science Electrospun Nanofibers in Biomedical Applications Open access
Gerardo Cedillo‐Servín, Ouafa Dahri, João Meneses, Joost van Duijn, Fanny Sage, Joana Silva, +6 more
2citations -
Dopant-segregation to grain boundaries controls electrical conductivity of n-type NbCo(Pt)Sn half-Heusler alloy mediating thermoelectric performance2021 Acta Materialia article Materials Science Advanced Thermoelectric Materials and Devices Open access cited by 1 patent
Ting Luo, Federico M. Serrano-Sanchez, Hanna Bishara, Siyuan Zhang, Ruben Bueno Villoro, Jimmy Jiahong Kuo, +9 more
54citations -
Dopant-segregation to grain boundaries controls electrical conductivity of n-type NbCo(Pt)Sn half-Heusler alloy mediating thermoelectric performance2021 arXiv (Cornell University) preprint Materials Science Advanced Thermoelectric Materials and Devices Open access
Ting Luo, Federico M. Serrano-Sanchez, Hanna Bishara, Siyuan Zhang, Ruben Bueno Villoro, Jimmy Jiahong Kuo, +9 more
0citations -
Microstructural Evolution and Mechanical Properties of a Medium‐Manganese Steel Manufactured by Laser‐Based Powder Bed Fusion of Metals2025 Advanced Engineering Materials article Engineering Additive Manufacturing Materials and Processes Open access
L. Hübner, Bugra Köksal, Thomas Wegener, Christian Haase, Thomas Niendorf
0citations -
Investigation of the Hydraulic Properties of Pervious Pavement Mixtures: Characterization of Darcy and Non-Darcy Flow Based on Pore Microstructures2020 Journal of Transportation Engineering Part B Pavements article Engineering Asphalt Pavement Performance Evaluation
Guoyang Lu, Zijia Wang, Pengfei Liu, Dawei Wang, Markus Oeser
36citations -
A Finite Operator Learning Technique for Mapping the Elastic Properties of Microstructures to Their Mechanical Deformations2024 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Shahed Rezaei, Reza Najian Asl, Shirko Faroughi, Mahdi Asgharzadeh, Ali Harandi, Rasoul Najafi Koopas, +3 more
27citations -
Accelerated quantification of reinforcement degradation in additively manufactured Ni-WC metal matrix composites via SEM and vision transformers2025 Materials Characterization article Computer Science Advanced Neural Network Applications Open access
Mutahar Safdar, Bashir Kazimi, Karina Ruzaeva, Gentry Wood, Max Zimmermann, Guy Lamouche, +3 more
1citations