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Jonas Van Gompel

2 papers hereh-index 4149 citations6 works total

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

author position
  • first author1
  • middle author1

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

fields
  • cs.LG1
  • eess.SY1

identity via Semantic Scholar / OpenAlex

most citedTransfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System

8 citations · 10 across the 2 of their papers we have counts for

collaborators

2 papers

eess.SY2024★ 2 cited

Probabilistic forecasting of power system imbalance using neural network-based ensembles

Jonas Van Gompel, Bert Claessens, Chris Develder

Keeping the balance between electricity generation and consumption is becoming increasingly challenging and costly, mainly due to the rising share of renewables, electric vehicles…

cs.LG2023★ 8 cited

Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System

Gargya Gokhale, Jonas Van Gompel, Bert Claessens +1

Increasingly, homeowners opt for photovoltaic (PV) systems and/or battery storage to minimize their energy bills and maximize renewable energy usage. This has spurred the developme…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.