ChronoLLM: A Framework for Customizing Large Language Model for Digital Twins generalization based on PyChrono
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Jingquan, Zhang, Harry, Slaton, Khailanii, Wang, Shu, Serban, Radu, Wu, Jinlong, Negrut, Dan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Chrono::Ray: A Distributed Framework for High-Throughput Simulation-Based Analysis of Multibody Systems
by: Slaton, Khailanii, et al.
Published: (2026)
by: Slaton, Khailanii, et al.
Published: (2026)
ChronoLLM: Customizing Language Models for Physics-Based Simulation Code Generation
by: Wang, Jingquan, et al.
Published: (2025)
by: Wang, Jingquan, et al.
Published: (2025)
Chrono-Gymnasium: An Open-Source, Gymnasium-Compatible Distributed Simulation Framework
by: Zou, Bocheng, et al.
Published: (2026)
by: Zou, Bocheng, et al.
Published: (2026)
MBD-NODE: Physics-informed data-driven modeling and simulation of constrained multibody systems
by: Wang, Jingquan, et al.
Published: (2024)
by: Wang, Jingquan, et al.
Published: (2024)
Design for a Digital Twin in Clinical Patient Care
by: Nitschke, Anna-Katharina, et al.
Published: (2025)
by: Nitschke, Anna-Katharina, et al.
Published: (2025)
Analyzing Challenges in Deployment of the SLSA Framework for Software Supply Chain Security
by: Tamanna, Mahzabin, et al.
Published: (2024)
by: Tamanna, Mahzabin, et al.
Published: (2024)
From Brain Models to Executable Digital Twins: Execution Semantics and Neuro-Neuromorphic Systems
by: Muzy, Alexandre
Published: (2026)
by: Muzy, Alexandre
Published: (2026)
A Generalizable Framework for Building Executable Domain-Specific LLMs under Data Scarcity: Demonstration on Semiconductor TCAD Simulation
by: Wang, Di, et al.
Published: (2026)
by: Wang, Di, et al.
Published: (2026)
UMAT4COMSOL: An Abaqus user material (UMAT) subroutine wrapper for COMSOL
by: Lucarini, S., et al.
Published: (2024)
by: Lucarini, S., et al.
Published: (2024)
Evolution analysis of software quality metrics in an open-source java project: A case study on TestNG
by: Sambaturu, Venkata Sai Sravya
Published: (2025)
by: Sambaturu, Venkata Sai Sravya
Published: (2025)
Scientific Open-Source Software Is Less Likely to Become Abandoned Than One Might Think! Lessons from Curating a Catalog of Maintained Scientific Software
by: Thakur, Addi Malviya, et al.
Published: (2025)
by: Thakur, Addi Malviya, et al.
Published: (2025)
Containing the Reproducibility Gap: Automated Repository-Level Containerization for Scholarly Jupyter Notebooks
by: Samuel, Sheeba, et al.
Published: (2026)
by: Samuel, Sheeba, et al.
Published: (2026)
VDMN: A Graphical Notation for Modelling Value Driver Trees
by: Matthies, Benjamin
Published: (2025)
by: Matthies, Benjamin
Published: (2025)
Blockchain-Based Trust and Transparency in Airline Reservation Systems using Microservices Architecture
by: Barua, Biman, et al.
Published: (2024)
by: Barua, Biman, et al.
Published: (2024)
Agentic AI in Product Management: A Co-Evolutionary Model
by: Parikh, Nishant A.
Published: (2025)
by: Parikh, Nishant A.
Published: (2025)
Toward a Mapping of Capability and Skill Models using Asset Administration Shells and Ontologies
by: da Silva, Luis Miguel Vieira, et al.
Published: (2023)
by: da Silva, Luis Miguel Vieira, et al.
Published: (2023)
LEO: An Open-Source Platform for Linking OMERO with Lab Notebooks and Heterogeneous Metadata Sources
by: Guerrero, Rodrigo Escobar Díaz, et al.
Published: (2025)
by: Guerrero, Rodrigo Escobar Díaz, et al.
Published: (2025)
Benchmarking formalisms for dynamic structure system Modeling and Simulation
by: Attia, Aya, et al.
Published: (2024)
by: Attia, Aya, et al.
Published: (2024)
Continuous Analysis: Evolution of Software Engineering and Reproducibility for Science
by: Malladi, Venkat S., et al.
Published: (2024)
by: Malladi, Venkat S., et al.
Published: (2024)
Weaving the Cosmos: WASM-Powered Interchain Communication for AI Enabled Smart Contracts
by: Karanjai, Rabimba, et al.
Published: (2025)
by: Karanjai, Rabimba, et al.
Published: (2025)
Workday's Approach to Secure and Compliant Cloud ERP Systems
by: Sharma, Monu
Published: (2025)
by: Sharma, Monu
Published: (2025)
Auditing Reproducibility in Non-Targeted Analysis: 103 LC/GC--HRMS Tools Reveal Temporal Divergence Between Openness and Operability
by: Alsubaie, Sarah, et al.
Published: (2025)
by: Alsubaie, Sarah, et al.
Published: (2025)
DevServOps: DevOps For Product-Oriented Product-Service Systems
by: Dakkak, Anas, et al.
Published: (2023)
by: Dakkak, Anas, et al.
Published: (2023)
A Total Lagrangian Finite Element Framework for Multibody Dynamics: Part II -- GPU Implementation and Numerical Experiments
by: Zhou, Zhenhao, et al.
Published: (2026)
by: Zhou, Zhenhao, et al.
Published: (2026)
Assertion-Aware Test Code Summarization with Large Language Models
by: Mollah, Anamul Haque, et al.
Published: (2025)
by: Mollah, Anamul Haque, et al.
Published: (2025)
A Comprehensive Survey on Root Cause Analysis in (Micro) Services: Methodologies, Challenges, and Trends
by: Wang, Tingting, et al.
Published: (2024)
by: Wang, Tingting, et al.
Published: (2024)
Utilizing Modern Large Language Models (LLM) for Financial Trend Analysis and Digest Creation
by: Lazarev, Andrei, et al.
Published: (2025)
by: Lazarev, Andrei, et al.
Published: (2025)
A Total Lagrangian Finite Element Framework for Multibody Dynamics: Part I -- Formulation
by: Zhou, Zhenhao, et al.
Published: (2026)
by: Zhou, Zhenhao, et al.
Published: (2026)
FinRobot: Generative Business Process AI Agents for Enterprise Resource Planning in Finance
by: Yang, Hongyang, et al.
Published: (2025)
by: Yang, Hongyang, et al.
Published: (2025)
Towards an Extensible Model-Based Digital Twin Framework for Space Launch Vehicles
by: Wei, Ran, et al.
Published: (2024)
by: Wei, Ran, et al.
Published: (2024)
From Digital Twins to Digital Twin Prototypes: Concepts, Formalization, and Applications
by: Barbie, Alexander, et al.
Published: (2024)
by: Barbie, Alexander, et al.
Published: (2024)
A Hybrid Optimization Framework for Spatial Packaging of Interconnected Systems
by: Westerhof, S., et al.
Published: (2026)
by: Westerhof, S., et al.
Published: (2026)
3D Topological Modeling and Multi-Agent Movement Simulation for Viral Infection Risk Analysis
by: Jabi, Wassim, et al.
Published: (2024)
by: Jabi, Wassim, et al.
Published: (2024)
ToolRosella: Translating Code Repositories into Standardized Tools for Scientific Agents
by: Di, Shimin, et al.
Published: (2026)
by: Di, Shimin, et al.
Published: (2026)
MOOSEnger -- a Domain-Specific AI Agent for the MOOSE Ecosystem
by: Li, Mengnan, et al.
Published: (2026)
by: Li, Mengnan, et al.
Published: (2026)
Automated Test Data Generation for Enterprise Protobuf Systems: A Metaclass-Enhanced Statistical Approach
by: Du, Y.
Published: (2025)
by: Du, Y.
Published: (2025)
Bridging eResearch Infrastructure and Experimental Materials Science Process in the Quantum Data Hub
by: Gupta, Amarnath, et al.
Published: (2024)
by: Gupta, Amarnath, et al.
Published: (2024)
Design and Evaluation of a Microservices Cloud Framework for Online Travel Platforms
by: Barua, Biman, et al.
Published: (2025)
by: Barua, Biman, et al.
Published: (2025)
Code Digital Twin: Empowering LLMs with Tacit Knowledge for Complex Software Development
by: Peng, Xin, et al.
Published: (2025)
by: Peng, Xin, et al.
Published: (2025)
Testing, Evaluation, Verification and Validation (TEVV) of Digital Twins: A Comprehensive Framework
by: Waters, Gabriella
Published: (2025)
by: Waters, Gabriella
Published: (2025)
Similar Items
-
Chrono::Ray: A Distributed Framework for High-Throughput Simulation-Based Analysis of Multibody Systems
by: Slaton, Khailanii, et al.
Published: (2026) -
ChronoLLM: Customizing Language Models for Physics-Based Simulation Code Generation
by: Wang, Jingquan, et al.
Published: (2025) -
Chrono-Gymnasium: An Open-Source, Gymnasium-Compatible Distributed Simulation Framework
by: Zou, Bocheng, et al.
Published: (2026) -
MBD-NODE: Physics-informed data-driven modeling and simulation of constrained multibody systems
by: Wang, Jingquan, et al.
Published: (2024) -
Design for a Digital Twin in Clinical Patient Care
by: Nitschke, Anna-Katharina, et al.
Published: (2025)