Formal & Physical Sciences AI — Models & ResearchENMy PhD Oral Defense Presentation: From Numerical Simulators to Neural Emulators and BackFelix KöhlerAugust 26, 2026 28 min★ ★ ★ ★ ☆ 4/5Neural EmulatorsPDE SimulationSurrogate Models
Applied Sciences & Engineering AI — Models & ResearchENNeural-Hybrid Correctors with Solver-in-the-loop in JAXMachine Learning & SimulationAugust 4, 2026 21 min★ ★ ★ ★ ☆ 4/5JAXNeural-HybridSolver-in-the-Loop
Formal & Physical Sciences Computing & CybersecurityENIntroduction to Exponax and JAX for Kolmogorov FlowMachine Learning & SimulationAugust 4, 2026 12 min★ ★ ★ ★ ☆ 4/5JAXExponaxKolmogorov Flow
Applied Sciences & Engineering AI — Models & ResearchENHybridization of Neural Networks and Numerical Solvers in JAX with Differentiable PhysicsFelix Köhler (Ceyron)August 4, 2026 81 min★ ★ ★ ★ ★ 5/5JAXDifferentiable ProgrammingNeural Networks
Formal & Physical Sciences MathematicsENData Assimilation and Inverse Problems with Differentiable Solvers in JAXMachine Learning & SimulationAugust 4, 2026 26 min★ ★ ★ ★ ☆ 4/5JAXData AssimilationInverse Problems
Formal & Physical Sciences AI — Models & ResearchENNeural Emulator Superiority: A lightweight introductionMachine Learning & SimulationMay 21, 2026 33 min★ ★ ★ ★ ☆ 4/5Neural EmulatorSurrogate ModelingPDE
Formal & Physical Sciences Computing & CybersecurityEN2D & 3D KS Equation in JAX using ExponaxFelix KoehlerFebruary 16, 2026 26 min★ ★ ★ ★ ☆ 4/5JAXExponaxKuramoto-Sivashinsky
