Blog
Notes on computational mechanics, scientific machine learning, research software, and the work behind them.
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WCCM-ECCOMAS 2026: solver-audited learned proposals
A presentation in MS220A on keeping the fracture solver authoritative.
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Matrix-free differentiable phase-field fracture solver preprint
The PhAST solver paper is now online at arXiv.
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Software 3.0: The Case for Agent-Native Infrastructure
Building the next generation of computational tools for AI orchestration
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SynaCAD: the synapse, and what it's for
Why I'm building an AI design partner that's bound by validated solvers, not by what an LLM thinks sounds plausible.
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hello, world
first post on the blog