W6638908295

• On the generalization ability of probabilistic neural networks for hyperspectral remote sensing of absorption properties across optically complex waters

  2025 Remote Sensing of Environment article Engineering Remote-Sensing Image Classification Open access

  11

  citations
• Inverse modeling of process parameters from data to predict the cooling behavior in injection molding

  2025 Journal of Manufacturing Processes article Physics and Astronomy Model Reduction and Neural Networks

  8

  citations
• Physics-Informed Neural Networks for the Reynolds Equation with Transient Cavitation Modeling

  2024 Lubricants article Engineering Tribology and Lubrication Engineering Open access

  16

  citations
• Comparison of Hybrid Machine Learning Approaches for Surrogate Modeling Part Shrinkage in Injection Molding

  2024 Polymers article Engineering Injection Molding Process and Properties Open access

  13

  citations
• SNNAX - Spiking Neural Networks in JAX

  2024 International Conference on Neuromorphic Systems (ICONS) conference-paper Engineering Advanced Memory and Neural Computing

  4

  citations
• Convergence guarantees for forward gradient descent in the linear regression model

  2024 Journal of Statistical Planning and Inference article Computer Science Stochastic Gradient Optimization Techniques Open access

  0

  citations
• Extrapolation of Hydrodynamic Pressure in Lubricated Contacts: A Novel Multi-Case Physics-Informed Neural Network Framework

  2024 Lubricants article Physics and Astronomy Model Reduction and Neural Networks Open access

  19

  citations
• The Hypervolume Newton Method for Constrained Multi-Objective Optimization Problems

  2023 Mathematical and Computational Applications article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  3

  citations
• A mixed formulation for physics-informed neural networks as a potential solver for engineering problems in heterogeneous domains: Comparison with finite element method

  2022 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

  12

  citations
• Adaptive Data Screening for Multi-Angle Polarimetric Aerosol and Ocean Color Remote Sensing Accelerated by Deep Learning

  2021 Frontiers in Remote Sensing article Environmental Science Atmospheric aerosols and clouds Open access

  35

  citations
• Polyconvex anisotropic hyperelasticity with neural networks

  2021 Journal of the Mechanics and Physics of Solids article Engineering Elasticity and Material Modeling Open access

  238

  citations

11 results