output
20142026
most citedLayerwise learning for quantum neural networks

341 citations

researchers with a paper here
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Showing 2022Show all

4 papers · 1 filter

cs.LG2022★ 24 cited

Reinforcement Learning-based Placement of Charging Stations in Urban Road Networks

Leonie von Wahl, Nicolas Tempelmeier, Ashutosh Sao +1

The transition from conventional mobility to electromobility largely depends on charging infrastructure availability and optimal placement.This paper examines the optimal placement…

cs.LG2022★ 4 cited

What should AI see? Using the Public's Opinion to Determine the Perception of an AI

Robin Chan, Radin Dardashti, Meike Osinski +7

Deep neural networks (DNN) have made impressive progress in the interpretation of image data, so that it is conceivable and to some degree realistic to use them in safety critical…

quant-ph2022★ 52 cited

Simulating key properties of lithium-ion batteries with a fault-tolerant quantum computer

Alain Delgado, Pablo A. M. Casares, Roberto dos Reis +9

There is a pressing need to develop new rechargeable battery technologies that can offer higher energy storage, faster charging, and lower costs. Despite the success of existing me…

astro-ph.SR2022

New mass estimates for massive binary systems: a probabilistic approach using polarimetric radiative transfer

Andrew G. Fullard, John T. O'Brien, Wolfgang E. Kerzendorf +4

Understanding the evolution of massive binary stars requires accurate estimates of their masses. This understanding is critically important because massive star evolution can poten…