SimAuthor: Harnessing Foundation Models for Persistent Scientific Simulator Authoring
cs.LG
Submitted: 2026-10-05
Updated: 2026-10-05
Code: https://github.com/yishani/SimAuthor
Project page: https://yishani.github.io/SimAuthor
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
- An AI system to help scientists write expert-level empirical software
- Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
- Evaluating Large Language Models Trained on Code
- DeepSeek-V4: Towards Highly Efficient Million-Token Context Intelligence
- DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence
- DiffWave: A Versatile Diffusion Model for Audio Synthesis
- StarCoder: may the source be with you!
- AudioLDM: Text-to-Audio Generation with Latent Diffusion Models
- LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery
- Eureka: Human-Level Reward Design via Coding Large Language Models
- AlphaEvolve: A coding agent for scientific and algorithmic discovery
- LLM-SR: Scientific Equation Discovery via Programming with Large Language Models
- Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
- Voyager: An Open-Ended Embodied Agent with Large Language Models
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