Perceptual Self-Reflection in Agentic Physics Simulation Code Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Shende, Prashant, Camburn, Bradley |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SEW: Self-Evolving Agentic Workflows for Automated Code Generation
by: Liu, Siwei, et al.
Published: (2025)
by: Liu, Siwei, et al.
Published: (2025)
DeepCode: Open Agentic Coding
by: Li, Zongwei, et al.
Published: (2025)
by: Li, Zongwei, et al.
Published: (2025)
Toward a Cohesive AI and Simulation Software Ecosystem for Scientific Innovation
by: Heroux, Michael A., et al.
Published: (2024)
by: Heroux, Michael A., et al.
Published: (2024)
Revisit Self-Debugging with Self-Generated Tests for Code Generation
by: Chen, Xiancai, et al.
Published: (2025)
by: Chen, Xiancai, et al.
Published: (2025)
Agentic Coding Needs Proactivity, Not Just Autonomy
by: Bui, Nghi D. Q., et al.
Published: (2026)
by: Bui, Nghi D. Q., et al.
Published: (2026)
Rethinking Code Review in the Age of AI: A Vision for Agentic Code Review
by: Kamalı, Hüseyin Özgür, et al.
Published: (2026)
by: Kamalı, Hüseyin Özgür, et al.
Published: (2026)
Runtime-Structured Task Decomposition for Agentic Coding Systems
by: Asthana, Shubhi, et al.
Published: (2026)
by: Asthana, Shubhi, et al.
Published: (2026)
ARPaCCino: An Agentic-RAG for Policy as Code Compliance
by: Romeo, Francesco, et al.
Published: (2025)
by: Romeo, Francesco, et al.
Published: (2025)
BabelCoder: Agentic Code Translation with Specification Alignment
by: Rabbi, Fazle, et al.
Published: (2025)
by: Rabbi, Fazle, et al.
Published: (2025)
Turning the Tide: Repository-based Code Reflection
by: Zhang, Wei, et al.
Published: (2025)
by: Zhang, Wei, et al.
Published: (2025)
Beyond Trusting Trust: Multi-Model Validation for Robust Code Generation
by: McDanel, Bradley
Published: (2025)
by: McDanel, Bradley
Published: (2025)
SEMAG: Self-Evolutionary Multi-Agent Code Generation
by: Peng, Yulin, et al.
Published: (2026)
by: Peng, Yulin, et al.
Published: (2026)
FeatureBench: Benchmarking Agentic Coding for Complex Feature Development
by: Zhou, Qixing, et al.
Published: (2026)
by: Zhou, Qixing, et al.
Published: (2026)
Applying an Agentic Coding Tool for Improving Published Algorithm Implementations
by: Suwannik, Worasait
Published: (2026)
by: Suwannik, Worasait
Published: (2026)
ARCS: Agentic Retrieval-Augmented Code Synthesis with Iterative Refinement
by: Bhattarai, Manish, et al.
Published: (2025)
by: Bhattarai, Manish, et al.
Published: (2025)
AgenticTCAD: A LLM-based Multi-Agent Framework for Automated TCAD Code Generation and Device Optimization
by: Fan, Guangxi, et al.
Published: (2025)
by: Fan, Guangxi, et al.
Published: (2025)
WebVIA: A Web-based Vision-Language Agentic Framework for Interactive and Verifiable UI-to-Code Generation
by: Xu, Mingde, et al.
Published: (2025)
by: Xu, Mingde, et al.
Published: (2025)
Automated Proof Generation for Rust Code via Self-Evolution
by: Chen, Tianyu, et al.
Published: (2024)
by: Chen, Tianyu, et al.
Published: (2024)
On Developers' Self-Declaration of AI-Generated Code: An Analysis of Practices
by: Kashif, Syed Mohammad, et al.
Published: (2025)
by: Kashif, Syed Mohammad, et al.
Published: (2025)
Large Language Model Guided Self-Debugging Code Generation
by: Adnan, Muntasir, et al.
Published: (2025)
by: Adnan, Muntasir, et al.
Published: (2025)
DSTC: Direct Preference Learning with Only Self-Generated Tests and Code to Improve Code LMs
by: Liu, Zhihan, et al.
Published: (2024)
by: Liu, Zhihan, et al.
Published: (2024)
Reflective Paper-to-Code Reproduction Enabled by Fine-Grained Verification
by: Zhou, Mingyang, et al.
Published: (2025)
by: Zhou, Mingyang, et al.
Published: (2025)
Agentic Code Reasoning
by: Ugare, Shubham, et al.
Published: (2026)
by: Ugare, Shubham, et al.
Published: (2026)
On Simulation-Guided LLM-based Code Generation for Safe Autonomous Driving Software
by: Nouri, Ali, et al.
Published: (2025)
by: Nouri, Ali, et al.
Published: (2025)
Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI
by: Sapkota, Ranjan, et al.
Published: (2025)
by: Sapkota, Ranjan, et al.
Published: (2025)
On Generalization in Agentic Tool Calling: CoreThink Agentic Reasoner and MAVEN Dataset
by: Bhat, Vishvesh, et al.
Published: (2025)
by: Bhat, Vishvesh, et al.
Published: (2025)
DockSmith: Scaling Reliable Coding Environments via an Agentic Docker Builder
by: Zhang, Jiaran, et al.
Published: (2026)
by: Zhang, Jiaran, et al.
Published: (2026)
How Do LLMs Fail In Agentic Scenarios? A Qualitative Analysis of Success and Failure Scenarios of Various LLMs in Agentic Simulations
by: Roig, JV
Published: (2025)
by: Roig, JV
Published: (2025)
Agentic Scientific Simulation: Execution-Grounded Model Construction and Reconstruction
by: Lie, Knut-Andreas, et al.
Published: (2026)
by: Lie, Knut-Andreas, et al.
Published: (2026)
From Code-Centric to Intent-Centric Software Engineering: A Reflexive Thematic Analysis of Generative AI, Agentic Systems, and Engineering Accountability
by: De La Cruz, Elyson
Published: (2026)
by: De La Cruz, Elyson
Published: (2026)
From Laboratory to Real-World Applications: Benchmarking Agentic Code Reasoning at the Repository Level
by: Li, Jia, et al.
Published: (2026)
by: Li, Jia, et al.
Published: (2026)
SWE-Compass: Towards Unified Evaluation of Agentic Coding Abilities for Large Language Models
by: Xu, Jingxuan, et al.
Published: (2025)
by: Xu, Jingxuan, et al.
Published: (2025)
An Empirical Study on Self-correcting Large Language Models for Data Science Code Generation
by: Quoc, Thai Tang, et al.
Published: (2024)
by: Quoc, Thai Tang, et al.
Published: (2024)
RedCode: Risky Code Execution and Generation Benchmark for Code Agents
by: Guo, Chengquan, et al.
Published: (2024)
by: Guo, Chengquan, et al.
Published: (2024)
ACE: Self-Evolving LLM Coding Framework via Adversarial Unit Test Generation and Preference Optimization
by: Huang, Yixu, et al.
Published: (2026)
by: Huang, Yixu, et al.
Published: (2026)
Rethinking Scientific Modeling: Toward Physically Consistent and Simulation-Executable Programmatic Generation
by: Jiang, Yongqing, et al.
Published: (2026)
by: Jiang, Yongqing, et al.
Published: (2026)
Where Do AI Coding Agents Fail? An Empirical Study of Failed Agentic Pull Requests in GitHub
by: Ehsani, Ramtin, et al.
Published: (2026)
by: Ehsani, Ramtin, et al.
Published: (2026)
CodeFort: Robust Training for Code Generation Models
by: Zhang, Yuhao, et al.
Published: (2024)
by: Zhang, Yuhao, et al.
Published: (2024)
CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code Generation
by: Huang, Dong, et al.
Published: (2023)
by: Huang, Dong, et al.
Published: (2023)
LiveFMBench: Unveiling the Power and Limits of Agentic Workflows in Specification Generation
by: Xu, Dong, et al.
Published: (2026)
by: Xu, Dong, et al.
Published: (2026)
Similar Items
-
SEW: Self-Evolving Agentic Workflows for Automated Code Generation
by: Liu, Siwei, et al.
Published: (2025) -
DeepCode: Open Agentic Coding
by: Li, Zongwei, et al.
Published: (2025) -
Toward a Cohesive AI and Simulation Software Ecosystem for Scientific Innovation
by: Heroux, Michael A., et al.
Published: (2024) -
Revisit Self-Debugging with Self-Generated Tests for Code Generation
by: Chen, Xiancai, et al.
Published: (2025) -
Agentic Coding Needs Proactivity, Not Just Autonomy
by: Bui, Nghi D. Q., et al.
Published: (2026)