OpenFOAM
PulseAugur coverage of OpenFOAM — every cluster mentioning OpenFOAM across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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LLM-based multi-agent system automates complex CFD workflows
Researchers have introduced Foam-Agent, a novel multi-agent framework designed to automate computational fluid dynamics (CFD) workflows using large language models. This system aims to lower the barrier to entry for CFD…
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New ML optimization techniques tackle nonconvex problems and PDE solvers
Researchers have developed new methods for optimizing machine learning algorithms, particularly in the context of nonconvex optimization and scientific computing. One paper introduces a black-box online-to-nonconvex con…
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AI balances aerodynamics and visual design for vehicles
Researchers have developed a novel approach to aerodynamic inverse design that balances performance improvements with visual consistency. This method integrates aerodynamic cost reduction with learned visual design dist…
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AI CFD Scientist automates fluid dynamics discovery with vision-based physics verification
Researchers have developed an open-source AI system called AI CFD Scientist designed to automate discovery in computational fluid dynamics (CFD). This system integrates literature review, execution of simulations using …
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AI-accelerated CFD simulations adapted for IPU platform show performance gains
Researchers have adapted AI-accelerated computational fluid dynamics (CFD) simulations to run on Graphcore's Intelligence Processing Units (IPUs). The study focused on training machine learning models to predict simulat…