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researcher

Vincent Freyermuth

2 papers hereh-index 5367 citations10 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedA Real-Time Energy and Cost Efficient Vehicle Route Assignment Neural Recommender System

6 citations · 7 across the 2 of their papers we have counts for

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Showing cs.LGShow all

2 papers · 1 filter

cs.LG2021★ 1 cited

A Deep Learning Approach for Macroscopic Energy Consumption Prediction with Microscopic Quality for Electric Vehicles

Ayman Moawad, Krishna Murthy Gurumurthy, Omer Verbas +4

This paper presents a machine learning approach to model the electric consumption of electric vehicles at macroscopic level, i.e., in the absence of a speed profile, while preservi…

cs.LG2021★ 6 cited

A Real-Time Energy and Cost Efficient Vehicle Route Assignment Neural Recommender System

Ayman Moawad, Zhijian Li, Ines Pancorbo +6

This paper presents a neural network recommender system algorithm for assigning vehicles to routes based on energy and cost criteria. In this work, we applied this new approach to…

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