ChronoLLM: Customizing Language Models for Physics-Based Simulation Code Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Jingquan, Negrut, Andrew, 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
ChronoLLM: A Framework for Customizing Large Language Model for Digital Twins generalization based on PyChrono
by: Wang, Jingquan, et al.
Published: (2025)
by: Wang, Jingquan, et al.
Published: (2025)
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)
Chrono-Gymnasium: An Open-Source, Gymnasium-Compatible Distributed Simulation Framework
by: Zou, Bocheng, et al.
Published: (2026)
by: Zou, Bocheng, et al.
Published: (2026)
SimBench: A Framework for Evaluating and Diagnosing LLM-Based Digital-Twin Generation for Multi-Physics Simulation
by: Wang, Jingquan, et al.
Published: (2024)
by: Wang, Jingquan, et al.
Published: (2024)
Coding Agent Is Good As World Simulator
by: Wang, Hongyu, et al.
Published: (2026)
by: Wang, Hongyu, et al.
Published: (2026)
ChronoDreamer: Action-Conditioned World Model as an Online Simulator for Robotic Planning
by: Zhou, Zhenhao, et al.
Published: (2025)
by: Zhou, Zhenhao, et al.
Published: (2025)
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)
A Physics-Based Continuum Model for Versatile, Scalable, and Fast Terramechanics Simulation
by: Unjhawala, Huzaifa, et al.
Published: (2025)
by: Unjhawala, Huzaifa, et al.
Published: (2025)
FNODE: Flow-Matching for data-driven simulation of constrained multibody systems
by: Wang, Hongyu, et al.
Published: (2025)
by: Wang, Hongyu, et al.
Published: (2025)
A Library of Lower Fidelity Dynamics Models (LFDMs) For On-Road Vehicle Dynamics Targeting Faster Than Real-Time Applications
by: Unjhawala, Huzaifa Mustafa, et al.
Published: (2024)
by: Unjhawala, Huzaifa Mustafa, et al.
Published: (2024)
Co-Design of Rover Wheels and Control using Bayesian Optimization and Rover-Terrain Simulations
by: Unjhawala, Huzaifa Mustafa, et al.
Published: (2026)
by: Unjhawala, Huzaifa Mustafa, et al.
Published: (2026)
Active Learning for Communication Structure Optimization in LLM-Based Multi-Agent Systems
by: Yang, Huchen, et al.
Published: (2026)
by: Yang, Huchen, et al.
Published: (2026)
Data‐Driven Bulldozer Blade Control for Autonomous Terrain Leveling
by: Harry Zhang, et al.
Published: (2026)
by: Harry Zhang, et al.
Published: (2026)
A physics-based sensor simulation environment for lunar ground operations
by: Batagoda, Nevindu M., et al.
Published: (2024)
by: Batagoda, Nevindu M., et al.
Published: (2024)
POLAR-Sim: Augmenting NASA's POLAR Dataset for Data-Driven Lunar Perception and Rover Simulation
by: Chen, Bo-Hsun, et al.
Published: (2023)
by: Chen, Bo-Hsun, et al.
Published: (2023)
Instance Performance Difference: A Metric to Measure the Sim-To-Real Gap in Camera Simulation
by: Chen, Bo-Hsun, et al.
Published: (2024)
by: Chen, Bo-Hsun, et al.
Published: (2024)
DiffPhysCam: Differentiable Physics-Based Camera Simulation for Inverse Rendering and Embodied AI
by: Chen, Bo-Hsun, et al.
Published: (2025)
by: Chen, Bo-Hsun, 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)
Using high-fidelity discrete element simulation to calibrate an expeditious terramechanics model in a multibody dynamics framework
by: Zhang, Yuemin, et al.
Published: (2024)
by: Zhang, Yuemin, et al.
Published: (2024)
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)
Chronos: Learning the Language of Time Series
by: Ansari, Abdul Fatir, et al.
Published: (2024)
by: Ansari, Abdul Fatir, et al.
Published: (2024)
Enhancing Autonomous Navigation by Imaging Hidden Objects using Single-Photon LiDAR
by: Young, Aaron, et al.
Published: (2024)
by: Young, Aaron, et al.
Published: (2024)
Improving Significant Wave Height Prediction Using Chronos Models
by: Zhai, Yilin, et al.
Published: (2025)
by: Zhai, Yilin, et al.
Published: (2025)
RADAR: Accelerating Large Language Model Inference With RL-Based Dynamic Draft Trees
by: Ma, Junjie, et al.
Published: (2025)
by: Ma, Junjie, et al.
Published: (2025)
A Study on the Use of Simulation in Synthesizing Path-Following Control Policies for Autonomous Ground Robots
by: Zhang, Harry, et al.
Published: (2024)
by: Zhang, Harry, et al.
Published: (2024)
Customized Load Profiles Synthesis for Electricity Customers Based on Conditional Diffusion Models
by: Wang, Zhenyi, et al.
Published: (2023)
by: Wang, Zhenyi, et al.
Published: (2023)
Generating Energy-Efficient Code via Large-Language Models -- Where are we now?
by: Apsan, Radu, et al.
Published: (2025)
by: Apsan, Radu, et al.
Published: (2025)
Delta-Based Neural Architecture Search: LLM Fine-Tuning via Code Diffs
by: Adhikari, Santosh Premi, et al.
Published: (2026)
by: Adhikari, Santosh Premi, et al.
Published: (2026)
An Automated LLM-based Pipeline for Asset-Level Database Creation to Assess Deforestation Impact
by: Menon, Avanija, et al.
Published: (2025)
by: Menon, Avanija, et al.
Published: (2025)
Customized Retrieval-Augmented Generation with LLM for Debiasing Recommendation Unlearning
by: Zhang, Haichao, et al.
Published: (2025)
by: Zhang, Haichao, et al.
Published: (2025)
Boost, Disentangle, and Customize: A Robust System2-to-System1 Pipeline for Code Generation
by: Du, Kounianhua, et al.
Published: (2025)
by: Du, Kounianhua, et al.
Published: (2025)
Planning In Natural Language Improves LLM Search For Code Generation
by: Wang, Evan, et al.
Published: (2024)
by: Wang, Evan, et al.
Published: (2024)
Memorize or Generalize? Evaluating LLM Code Generation with Code Rewriting
by: Zhang, Lizhe, et al.
Published: (2025)
by: Zhang, Lizhe, et al.
Published: (2025)
ReChisel: Effective Automatic Chisel Code Generation by LLM with Reflection
by: Niu, Juxin, et al.
Published: (2025)
by: Niu, Juxin, et al.
Published: (2025)
Chronos-2: From Univariate to Universal Forecasting
by: Ansari, Abdul Fatir, et al.
Published: (2025)
by: Ansari, Abdul Fatir, et al.
Published: (2025)
ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables
by: Arango, Sebastian Pineda, et al.
Published: (2025)
by: Arango, Sebastian Pineda, et al.
Published: (2025)
ProxyWar: Dynamic Assessment of LLM Code Generation in Game Arenas
by: Peng, Wenjun, et al.
Published: (2026)
by: Peng, Wenjun, et al.
Published: (2026)
ChronoGAN: Supervised and Embedded Generative Adversarial Networks for Time Series Generation
by: EskandariNasab, MohammadReza, et al.
Published: (2024)
by: EskandariNasab, MohammadReza, et al.
Published: (2024)
Towards Formal Verification of LLM-Generated Code from Natural Language Prompts
by: Councilman, Aaron, et al.
Published: (2025)
by: Councilman, Aaron, et al.
Published: (2025)
LLM Code Customization with Visual Results: A Benchmark on TikZ
by: Reux, Charly, et al.
Published: (2025)
by: Reux, Charly, et al.
Published: (2025)
Similar Items
-
ChronoLLM: A Framework for Customizing Large Language Model for Digital Twins generalization based on PyChrono
by: Wang, Jingquan, et al.
Published: (2025) -
Chrono::Ray: A Distributed Framework for High-Throughput Simulation-Based Analysis of Multibody Systems
by: Slaton, Khailanii, et al.
Published: (2026) -
Chrono-Gymnasium: An Open-Source, Gymnasium-Compatible Distributed Simulation Framework
by: Zou, Bocheng, et al.
Published: (2026) -
SimBench: A Framework for Evaluating and Diagnosing LLM-Based Digital-Twin Generation for Multi-Physics Simulation
by: Wang, Jingquan, et al.
Published: (2024) -
Coding Agent Is Good As World Simulator
by: Wang, Hongyu, et al.
Published: (2026)