Birkhoff interpolation framework for arbitrary derivative-availability patterns in local polynomial models, with poisedness conditions, accuracy bounds, and a trust-region algorithm evaluated on CUTEst problems.
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Scalable IP formulations for optimal vertex elimination allow heuristic benchmarking on medium graphs and deliver a parameterized approximation algorithm plus first lower bounds.
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Prefix parsing is solved by a grammar transformation that turns it into standard parsing on a slightly larger grammar.
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Controlled benchmarks show per-step residual correction (A2C2) as most effective for VLA asynchronous inference up to d=8 delays on Kinetix with over 90% solve rate, outperforming inpainting and conditioning while training-based simulation is most robust.
PEPSKit.jl is a Julia package that supplies high-level algorithms for ground-state, time-evolution and finite-temperature iPEPS simulations with symmetry support on various lattices.
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