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math.OC2026
GPU-accelerated wind farm layout search with a distilled endogenous wake model (EndoWake)
Martina Fischetti, Matteo Fischetti
Wind farm layout optimization decides where to place turbines to maximize annual energy production, and wake effects decide how much of that energy is produced. Accurate wake model…
math.OC2026
EndoWake: Modeling Wind by Linear Programming for Wind Farm Layout Optimization
Martina Fischetti, Matteo Fischetti
The Wind Farm Layout Optimization problem consists of placing a given number of turbines within a given area so as to maximize energy production. One of its main challenges is the…
cs.LG2026
Minibatch persistency, eight years later: what batch reuse costs in steps and joules, and what it saves in data
Matteo Fischetti
Minibatch persistency reuses data instead of reading it: rather than drawing a fresh minibatch at every optimizer step, it takes K consecutive steps on the same one. Absorbed into…