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Brian Swenson

2 accepted papers

2023

AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs

NeurIPS 2023poster

We present AircraftVerse, a publicly available aerial vehicle design dataset. Aircraft design encompasses different physics domains and, hence, multiple modalities of representation. The evaluation of these designs requires the use of scientific analytical and simulation models ranging from computer…

2020

On Distributed Stochastic Gradient Algorithms for Global Optimization

ICASSP 2020accepted

The paper considers the problem of network-based computation of global minima in smooth nonconvex optimization problems. It is known that distributed gradient-descent-type algorithms can achieve convergence to the set of global minima by adding slowly decaying Gaussian noise in order to escape local…

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