Cover Image

Toward a Cohesive AI and Simulation Software Ecosystem for Scientific Innovation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Heroux, Michael A., Shende, Sameer, McInnes, Lois Curfman, Gamblin, Todd, Willenbring, James M.
Format:	Preprint
Published:	2024
Subjects:	Software Engineering Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LLMs as Packagers of HPC Software
by: Melone, Caetano, et al.
Published: (2025)

Perceptual Self-Reflection in Agentic Physics Simulation Code Generation
by: Shende, Prashant, et al.
Published: (2026)

More Is Different: Toward a Theory of Emergence in AI-Native Software Ecosystems
by: Russo, Daniel
Published: (2026)

Toward an Agentic Infused Software Ecosystem
by: Marron, Mark
Published: (2026)

AI Code in the Wild: Measuring Security Risks and Ecosystem Shifts of AI-Generated Code in Modern Software
by: Wang, Bin, et al.
Published: (2025)

Software Reuse in the Generative AI Era: From Cargo Cult Towards AI Native Software Engineering
by: Mikkonen, Tommi, et al.
Published: (2025)

An Agentic Evaluation Framework for AI-Generated Scientific Code in PETSc
by: Zhang, Hong, et al.
Published: (2026)

AI-Driven Self-Evolving Software: A Promising Path Toward Software Automation
by: Cai, Liyi, et al.
Published: (2025)

Rethinking Scientific Modeling: Toward Physically Consistent and Simulation-Executable Programmatic Generation
by: Jiang, Yongqing, et al.
Published: (2026)

Is Research Software Science a Metascience?
by: Eisinger, Evan, et al.
Published: (2025)

Redefining Developer Assistance: Through Large Language Models in Software Ecosystem
by: Banerjee, Somnath, et al.
Published: (2023)

Towards Green AI: Decoding the Energy of LLM Inference in Software Development
by: Solovyeva, Lola, et al.
Published: (2026)

Agentic AI Software Engineers: Programming with Trust
by: Roychoudhury, Abhik, et al.
Published: (2025)

Balancing Innovation and Ethics in AI-Driven Software Development
by: Baqar, Mohammad
Published: (2024)

Artificial Intelligence as a Catalyst for Innovation in Software Engineering
by: Fernández-y-Fernández, Carlos Alberto, et al.
Published: (2026)

Performance-Aligned LLMs for Generating Fast Code
by: Nichols, Daniel, et al.
Published: (2024)

Unified Software Engineering Agent as AI Software Engineer
by: Applis, Leonhard, et al.
Published: (2025)

From Hugging Face to GitHub: Tracing License Drift in the Open-Source AI Ecosystem
by: Jewitt, James, et al.
Published: (2025)

Leveraging Large Language Models for Code Translation and Software Development in Scientific Computing
by: Dhruv, Akash, et al.
Published: (2024)

Towards AI-Native Software Engineering (SE 3.0): A Vision and a Challenge Roadmap
by: Hassan, Ahmed E., et al.
Published: (2024)

Towards Adaptive Software Agents for Debugging
by: Majdoub, Yacine, et al.
Published: (2025)

Challenges and Paths Towards AI for Software Engineering
by: Gu, Alex, et al.
Published: (2025)

AI-Tutoring in Software Engineering Education
by: Frankford, Eduard, et al.
Published: (2024)

S3LLM: Large-Scale Scientific Software Understanding with LLMs using Source, Metadata, and Document
by: Shaik, Kareem, et al.
Published: (2024)

GenAI for Systems: Recurring Challenges and Design Principles from Software to Silicon
by: Tschand, Arya, et al.
Published: (2026)

Agentic Scientific Simulation: Execution-Grounded Model Construction and Reconstruction
by: Lie, Knut-Andreas, et al.
Published: (2026)

Echoes of AI: Investigating the Downstream Effects of AI Assistants on Software Maintainability
by: Borg, Markus, et al.
Published: (2025)

Innovating for Tomorrow: The Convergence of SE and Green AI
by: Cruz, Luís, et al.
Published: (2024)

Towards Comprehensive Benchmarking Infrastructure for LLMs In Software Engineering
by: Rodriguez-Cardenas, Daniel, et al.
Published: (2026)

Generative AI for Software Project Management: Insights from a Review of Software Practitioner Literature
by: Assalaarachchi, Lakshana Iruni, et al.
Published: (2025)

Towards a Declarative Agentic Layer for Intelligent Agents in MCP-Based Server Ecosystems
by: Rodriguez-Sanchez, Maria Jesus, et al.
Published: (2026)

Toward Automated and Trustworthy Scientific Analysis and Visualization with LLM-Generated Code
by: Chakroborti, Apu Kumar, et al.
Published: (2025)

A Defect Classification Framework for AI-Based Software Systems (AI-ODC)
by: Alannsary, Mohammed O.
Published: (2025)

Future of Code with Generative AI: Transparency and Safety in the Era of AI Generated Software
by: Hanson, David
Published: (2025)

MASAI: Modular Architecture for Software-engineering AI Agents
by: Arora, Daman, et al.
Published: (2024)

Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs
by: Xu, Paiheng, et al.
Published: (2025)

Shift-Up: A Framework for Software Engineering Guardrails in AI-native Software Development -- Initial Findings
by: Lipsanen, Petrus, et al.
Published: (2026)

Orchestrating Human-AI Software Delivery: A Retrospective Longitudinal Field Study of Three Software Modernization Programs
by: Armesto, Maximiliano, et al.
Published: (2026)

Enhancing AI-based Generation of Software Exploits with Contextual Information
by: Liguori, Pietro, et al.
Published: (2024)

Will AI replace Software Engineers? Do not hold your breath
by: Roychoudhury, Abhik, et al.
Published: (2025)