Advancing deformation calculation: a physics-informed deep graph learning framework for hyperelastic materials by Faras Brumand-Poor, Matthias Trautmann, Katharina Schmitz

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Enhancing Predictive Accuracy Under Data Scarcity: Modeling Molecular Interactions to Describe Sealing Material Compatibility with Bio-Hybrid Fuels by Lukas Boden, Faras Brumand-Poor, Linda Pleninger, Katharina Schmitz

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Signal Processing for Transient Flow Rate Determination: An Analytical Soft Sensor Using Two Pressure Signals by Faras Brumand-Poor, Tim Kotte, Enrico Gaspare Pasquini, Katharina Schmitz

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High-Frequency Flow Rate Determination—A Pressure-Based Measurement Approach by Faras Brumand-Poor, Tim Kotte, Marwin Schüpfer, Felix Figge, Katharina Schmitz

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Advancing Pressure-Based Flow Rate Soft Sensors: Signal Filtering Effects and Non-Laminar Flow Rate Determination by Faras Brumand-Poor, Tim Kotte, Abdulaziz Hanifa, Christian Reese, Marius Hofmeister, Katharina Schmitz

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Physics-Informed Neural Networks for the Reynolds Equation with Transient Cavitation Modeling by Faras Brumand-Poor, Florian Barlog, Nils Plückhahn, Matteo Thebelt, Niklas Bauer, Katharina Schmitz

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