Physics Model and Boundary Condition Code Completion Dataset

#code completion #boundary condition implementation #physics simulation programming #engineering simulation development #physics modeling #computational mechanics

5000
0.2GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-19

AI Analysis & Value Prop

Designed for physics and engineering simulation workflows, this dataset provides code contexts and completion targets for physics-field selection, material properties, initial conditions, and boundary conditions. Samples are organized with task instructions, code snippets, and complete completion text, alongside labels for physics-setting categories and identifiable simulation software or coding environments. It supports code SFT, simulation-configuration assistants, and evaluation of engineering code generation and completion.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
code_context	string	Code snippet preceding the completion target, provided to help the model understand the current engineering simulation setup.
task_instruction	string	Describes the physics model or boundary condition code completion task.
completion_target	string	Complete code text used as the supervised completion target, including the model or condition configuration to generate.
simulation_software	string	Engineering simulation software or coding environment identified from the code; enter unknown when it cannot be determined.
physics_setting_categories	array	Physics configuration categories extracted from the code context or completion target, which may include physics fields, material properties, initial conditions, and boundary conditions.

Compliance Statement

Authorization Type	Proprietary - Commercial AI Training License (No Redistribution)
Commercial Use	Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization	No PII, no real company names, simulated scenarios follow industry standards
Compliance System	Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

Frequently Asked Questions

What types of coding tasks does the dataset cover?: The samples focus on physics model configuration in engineering simulation, including physics-field selection, material properties, initial conditions, and boundary conditions. Each sample includes a task instruction, code context, and a corresponding completion target.

How are the samples structured?: Core fields include the task instruction, the code context to complete, the supervised completion target, physics-setting categories, and identifiable simulation software or coding environment. When the software or environment cannot be determined from the code, the relevant field may be marked as unknown.

What training and evaluation use cases are supported?: The dataset is suitable for code SFT, physics and engineering simulation code completion, generation of model-configuration code, and related capability evaluation. For a specific workflow, samples can be filtered or adapted to the target software, programming language, and simulation domain.

How can the dataset be obtained, and what are the licensing terms?: Access methods and usage rights depend on the terms published by the dataset provider. Before commercial training, redistribution, or public release, review the license scope, attribution requirements, and compatibility with licenses for related code and software.

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Cite this Work

@dataset{Mobiusi2026,
  title={Physics Model and Boundary Condition Code Completion Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/13816ffce257eb587b2700bcfe9faeac?dataset_scene_id=20},
  urldate={2026-10-10},
  keywords={physics model code completion, engineering simulation code data, boundary condition code, physics field configuration, material property code, code SFT dataset, simulation code generation, initial condition setup},
  version={1.0}
}

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