the ai ecosystem of hesse · the registerlive·the pulse →
← research register
OW

Oliver Weeger

Professor · TU Darmstadt

hessian.AI
Applied mathematicsArtificial neural networkFinite element methodConstitutive equationMathematical analysisNonlinear system
8
papers in the register
106
works on openalex
28
h-index
2,198
citations
47
i10-index
sourced · openalex bibliometrics

papers in the register

  1. Digital twins for autonomous thermal food processing: A model predictive control study with reduced-order models of augmented neural ordinary differential equation type
    Journal of Food Engineering · 2025
    Model predictive controlType (biology)Control theory (sociology)Ordinary differential equation
  2. Immersed isogeometric analysis with boundary conformal quadrature for finite deformation elasticity
    Archive of Applied Mechanics · 2025
    Isogeometric analysisConformal mapFinite element methodMathematics
  3. Physics-based machine learning for computational fracture mechanics
    Machine learning for computational science and engineering · 2025
    Computational mechanicsPhysicsArtificial intelligenceComputer science
  4. Multiscale topology optimization of functionally graded lattice structures based on physics-augmented neural network material models
    Computer Methods in Applied Mechanics and Engineering · 2025
    Topology optimizationArtificial neural networkTopology (electrical circuits)Lattice (music)
  5. Nonlinear electro-elastic finite element analysis with neural network constitutive models
    Computer Methods in Applied Mechanics and Engineering · 2024
    Finite element methodConstitutive equationNonlinear systemArtificial neural network
  6. TwinLab: a framework for data-efficient training of non-intrusive reduced-order models for digital twins
    Engineering Computations · 2024
    Set (abstract data type)Computer scienceData setProcess (computing)
  7. Physics-augmented neural networks for constitutive modeling of hyperelastic geometrically exact beams
    Computer Methods in Applied Mechanics and Engineering · 2024
    Hyperelastic materialConstitutive equationArtificial neural networkApplied mathematics
  8. Voxel Design of Grayscale DLP 3D‐Printed Soft Robots
    Advanced Science · 2024
    GrayscaleVoxelDigital Light ProcessingComputer science

Profile built from publicly available sources (OpenAlex, arXiv; origin per Art. 14 GDPR). Corrections or removal · aisr@hessian.ai