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Graph Network Simulator

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Objective: This RFP proposes to integrate the execution of rollout prediction and rendering function. It should also provide an option to disable the automatic rendering Current System: Currently, the user...

Dear Developers, I am unable to install GNS on my macOS and also on Windows 10 (anaconda or WSL). Whenever I run this command I get erros: python3 -m gns.train...

Hello, I am interested in applying the GNS method to my dataset, which involves a Couette-type flow with droplets. Specifically, I intend to treat the droplets as the nodes in...

# RFC: Unified ParticleDataset for Sample and Trajectory-based Data Loading ## Summary This RFC proposes a unified `ParticleDataset` class that supports both sample-based and trajectory-based data loading for particle simulation...

Priority: High

Hello, I am currently working this GNS project with my dataset. But I have some trouble. I want to konw to select a suitable default_connectivity_radius. I noticed that in WaterDropSample...

**Describe the bug** While reviewing the MeshNet DataLoader, specifically the SamplesDataset class, I came across a section of the code that I believe may not be functioning as intended regarding...

Hello, I am interested in applying the GNS approach to my dataset. Specifically, I intend to use ceramic fragments as nodes to predict the location of the fragments after the...

This is an excellent open-source work, but training data are not available (refused by DESIGNSAFE). Could the authors simplify the procedures for downloading training data?

**Describe the PR** It includes the updates for: * GNS to take multiple material features. * GNS to import metadata.json by its filename.