News at CPS
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Nonlinear electro-elastic finite element analysis with neural network constitutive models
2024/03/28
In our recent work, we demonstrate the applicability of neural network constitutive models for complex electro-elastic finite element analysis.
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Successful Ph.D. defense of Iman Valizadeh
2024/02/14
Yesterday, CPS celebrated a significant milestone with our first Ph.D. defense! Congratulations to Iman Valizadeh for this remarkable achievement!
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Parameterized material models with physics-augmented neural networks
2023/11/15
In our recently published article, we extend physics-augmented neural networks for hyperelastic material modeling to parameteric dependencies.
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EFFoST “Student of the Year Award” for Maximilian Kannapinn
2023/11/13
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Multiscale modeling of functionally graded shell lattice metamaterials
2023/10/17
In our latest publication, an experimentally validated multiscale modeling framework for additively manufactured shell lattice structures with graded parameters is introduced.
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Picture: Jan-Christoph HartungPicture: Jan-Christoph Hartung
Courses offered in winter term 2023-2024
2023/10/05
The CPS institute is again offering the master's lecture “Introduction to the Finite Element Method” and the tutorial “Machine Learning in Solid Mechanics” in the winter semester 2023/2024. We also recommend the lecture “Applied Structural Optimization” by Prof. Harzheim.
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Advanced discretization techniques for hyperelastic neural networks
2023/09/06
In our latest work, advanced spatial and temporal discretization techniques are tailored to hyperelastic material models based on physics-augmented neural networks.
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Several student assistant positions available at CPS
2023/08/30
To support research and teaching, several positions for student assistants are available at the Cyber-Physical Simulation group.
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LOEWE exploration project for targeted cell differentiation using optimally graded micro lattice structures
2023/07/11
Within the joint project “CellDistinct” in the “LOEWE Exploration” funding programme, Prof. Blaeser (IDD/BMT) and Prof. Weeger (CPS) will research the mechanobiological foundations of stem cell differentiation.
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Michael Wiesheu awarded with ECMI prize
2023/07/10
Our former master student Michael Wiesheu received the Hansjörg Wacker Memorial Prize 2023 of the ECMI for the best mathematical mater thesis on an industrial project – Congratulations Michael!
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Influence of process parameters on material properties in MSLA 3D printing
2023/06/14
Congratulations to our doctoral researcher Iman Valizadeh for the publication of his latest article in the Additive Manufacturing journal
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Bio-inspired design of ultra-compliant lattice structures
2023/06/08
In a collaboration with Prof. Dhruv Bhate from Arizona State University, the Venus’ flower basket sea sponge’s exoskeleton served as an inspiration for the design of ultra-compliant 3D printed lattices.
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Optimal magnet assemblies for magnetocaloric cooling
2023/05/01
What do optimal magnet assemblies look like for the most efficient magnetocaloric cooling systems? We try to answer this question in a recent publication using isogeometric optimization!
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Image-based isogeometric twins of lattice structures
2023/02/06
In a recent collaboration with colleagues from INSA Toulouse, we have developed a virtual image correlation method for the generation of image-based isogeometric twins of lattice structures with varying cross-section beams.
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Simulation of 3D lattice structures subject to large deformations
2022/12/07
In our latest article in collaboration with colleagues from Arizona State University, we have demonstrated the application of 3D beam models for the simulation of 3D printed beam lattice structures.
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Award for Iman Valizadeh at the 4DMDA conference
2022/09/21
Congratulations to our research associate Iman Valizadeh for winning a “Best Research Presentation Award” at the 4DMDA conference!
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Courses in the winter term: Lecture “Introduction FEM” and Machine Learning Tutorial
2022/09/12
The Cyber-Physical Simulation group is offering two courses in the up-coming winter term 2022-2023: The lecture “Introduction to the Finite Element Method” and the tutorial “Machine Learning in Solid Mechanics”.
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Electro-elastic material modeling with neural networks
2022/08/27
In collaboration with Rogelio Ortigosa & Jesús Martínez-Frutos from TU Cartagena, we extended our physics-augmented neural network constitutive models to electro-elastic material behavior.
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Isogeometric analysis of inelastic beam structures
2022/08/11
Our latest article on “Mixed isogeometric collocation for geometrically exact 3D beams with elasto-visco-plastic material behavior and softening effects” was just published in CMAME.
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Design of tensile specimens for lattice structures
2022/07/22
An article in collaboration with the KLuB institute at TU Darmstadt was just published in the journal “Mechanics of Advanced Materials and Structures”.
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CPS welcomes guest professor Dr. Herath
2022/06/16
Dr. Sumudu Herath will spend a DAAD-funded research stay at the CPS until September.
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Dynamic instability analysis of folded composite plates
2022/06/07
New publication in “Thin-walled Structures” based on cooperation with our guest scientist Dr. Shojaee.
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Parametric visco-hyperelastic material models for 3D printed polymers
2022/05/31
Congratulations to Iman Valizadeh for the publication of his latest article in the International Journal of Mechanical Sciences!
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Courses in summer term 2022: Lecture “Multiscale Methods” and Tutorial “FE-Simulation”
2022/03/28
The Cyber-Physical Simulation group is offering two courses during summer term 2022: The lecture “Multiscale Methods in Computational Mechanics ” and the tutorial “Finite Element Simulation in Structural and Solid Mechanics”.
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Optimal design of 3D beams and lattice structures
2022/01/19
Our latest article, which was just published in the journal “Structural and Multidisciplinary Optimization” integrates our isogeometric methods for the optimization of the centerline curve and cross-sectional design of nonlinear 3D beams and lattice structures. It is freely available through Open Access under https://doi.org/10.1007/s00158-021-03131-7.