Blog Posts | Joshua Berkowitz

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How JAX’s Symbolic Power Is Redefining Scientific Computing

Scientific computing is experiencing a revolution, thanks to the symbolic capabilities of JAX. While JAX has made a name for itself in AI model development, its innovative features are now driving bre...

automatic differentiation deep learning JAX machine learning PDEs scientific computing symbolic computation Taylor mode

Jan 2, 2026

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Poly-Streaming: The Breakthrough Redefining Extreme-Scale Data Analysis

Scientific discovery increasingly hinges on the ability to process vast and complex datasets. As data volumes soar, traditional storage and analysis approaches are straining to keep pace. Enter poly-s...

AI readiness big data data streaming data summarization parallel computing poly-streaming scientific computing

Nov 21, 2025

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