Picture for Luca Hermes

Luca Hermes

Physics-Informed Graph Neural Networks for Water Distribution Systems

Add code
Mar 27, 2024
Viaarxiv icon

Targeted Visualization of the Backbone of Encoder LLMs

Add code
Mar 26, 2024
Viaarxiv icon

Metropolitan Segment Traffic Speeds from Massive Floating Car Data in 10 Cities

Add code
Feb 17, 2023
Viaarxiv icon

Spatial Graph Convolution Neural Networks for Water Distribution Systems

Add code
Nov 17, 2022
Viaarxiv icon

Traffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes

Add code
Apr 01, 2022
Figure 1 for Traffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes
Figure 2 for Traffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes
Figure 3 for Traffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes
Figure 4 for Traffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes
Viaarxiv icon

A Graph-based U-Net Model for Predicting Traffic in unseen Cities

Add code
Mar 01, 2022
Figure 1 for A Graph-based U-Net Model for Predicting Traffic in unseen Cities
Figure 2 for A Graph-based U-Net Model for Predicting Traffic in unseen Cities
Figure 3 for A Graph-based U-Net Model for Predicting Traffic in unseen Cities
Figure 4 for A Graph-based U-Net Model for Predicting Traffic in unseen Cities
Viaarxiv icon

Application of Graph Convolutions in a Lightweight Model for Skeletal Human Motion Forecasting

Add code
Oct 10, 2021
Figure 1 for Application of Graph Convolutions in a Lightweight Model for Skeletal Human Motion Forecasting
Figure 2 for Application of Graph Convolutions in a Lightweight Model for Skeletal Human Motion Forecasting
Figure 3 for Application of Graph Convolutions in a Lightweight Model for Skeletal Human Motion Forecasting
Figure 4 for Application of Graph Convolutions in a Lightweight Model for Skeletal Human Motion Forecasting
Viaarxiv icon