My PhD Oral Defense Presentation: From Numerical Simulators to Neural Emulators and Back
Why it matters
Machine Learning & Simulation examines My PhD Oral Defense Presentation: From Numerical Simulators to Neural Emulators and Back. The publisher describes it as: “On July 29 2026, I graduated with a PhD in computer science, as presented here. In i…
Neural-Hybrid Correctors with Solver-in-the-loop in JAX
Why it matters
Machine Learning & Simulation examines Neural-Hybrid Correctors with Solver-in-the-loop in JAX. The publisher describes it as: “Part 1 – Data assimilation with differentiable solvers”. This is a creator-led account, not an independent replication.
Hybridization of Neural Networks and Numerical Solvers in JAX with Differentiable Physics
Why it matters
Machine Learning & Simulation examines Hybridization of Neural Networks and Numerical Solvers in JAX with Differentiable Physics. The publisher describes it as: “- Numerical simulators and neural networks side by side: compute graphs, a…
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