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https://github.com/ur-whitelab/llms-in-science

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Host: GitHub
URL: https://github.com/ur-whitelab/llms-in-science
Owner: ur-whitelab
Created: 2024-01-09T21:26:48.000Z (12 months ago)
Default Branch: main
Last Pushed: 2024-11-15T00:03:52.000Z (about 2 months ago)
Last Synced: 2024-11-15T01:17:17.693Z (about 2 months ago)
Size: 85 KB
Stars: 153
Watchers: 9
Forks: 18
Open Issues: 28
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md

Awesome Lists containing this project

README

        # Large language models and autonomous agents in chemistry: a review



[![arXiv](https://img.shields.io/badge/arXiv-2407.01603-b31b1b.svg)](https://arxiv.org/abs/2407.01603)

![LLMTimeline](https://github.com/maykcaldas/LLMTimeline/blob/main/llm_ldt.png)

Our review paper has, by no means, the goal of discussing the entire LLM/autonomous agents literature.

Instead, we propose a general discussion of these studies' trend topics, challenges, and potential for supporting scientific discovery.

Because artificial intelligence is a hot topic at the moment, and the daily number of new papers is just astonishing, any published review is fated to be outdated after a few months.

Therefore, we must maintain a systematic structure of the field with collaboration. 

With this in mind, we aim to create this repository as a broad, open-source, collaborative environment for organizing the large number of papers published daily.

> Please check our [CONTRIBUTING.md](https://github.com/ur-whitelab/LLMs-in-science/blob/main/CONTRIBUTING.md) file to know how to contribute.

## Table of Contents

- [Large Language Models (LLM)](https://github.com/ur-whitelab/LLMs-in-science/tree/main/LLM#large-language-models-llm)

    - [Models](https://github.com/ur-whitelab/LLMs-in-science/tree/main/LLM#models)

    - [Reviews](https://github.com/ur-whitelab/LLMs-in-science/tree/main/LLM#reviews)

    - [Miscelaneous](https://github.com/ur-whitelab/LLMs-in-science/tree/main/LLM#miscelaneous)

- [LLMs in science](https://github.com/ur-whitelab/LLMs-in-science/blob/main/Sci_LLM/README.md#llms-in-science)

    - [Models](https://github.com/ur-whitelab/LLMs-in-science/blob/main/Sci_LLM/README.md#models)

    - [Reviews](https://github.com/ur-whitelab/LLMs-in-science/blob/main/Sci_LLM/README.md#reviews)

    - [Miscellaneous](https://github.com/ur-whitelab/LLMs-in-science/blob/main/Sci_LLM/README.md#miscelaneous)

- [LLM-based autonomous agents](https://github.com/ur-whitelab/LLMs-in-science/tree/main/Agents#llm-based-autonomous-agents)

    - [Memory](https://github.com/ur-whitelab/LLMs-in-science/tree/main/Agents#memory)

    - [Planning module](https://github.com/ur-whitelab/LLMs-in-science/tree/main/Agents#planning-module)

    - [Tools (or action)](https://github.com/ur-whitelab/LLMs-in-science/tree/main/Agents#tools-or-action)

    - [Profiling](https://github.com/ur-whitelab/LLMs-in-science/tree/main/Agents#profiling)

    - [Perception module](https://github.com/ur-whitelab/LLMs-in-science/tree/main/Agents#perception-module)

    - [Agents](https://github.com/ur-whitelab/LLMs-in-science/tree/main/Agents#agents)

    - [Reviews](https://github.com/ur-whitelab/LLMs-in-science/blob/main/Agents/README.md#reviews)

    - [Miscellaneous](https://github.com/ur-whitelab/LLMs-in-science/blob/main/Agents/README.md#miscelaneous)

- [Agents in science](https://github.com/ur-whitelab/LLMs-in-science/tree/main/Sci_agents#llms-in-science)

    - [LLMs with memory](https://github.com/ur-whitelab/LLMs-in-science/tree/main/Sci_agents#llms-with-memory)

    - [LLMs with reasoning](https://github.com/ur-whitelab/LLMs-in-science/tree/main/Sci_agents#llms-with-reasoning)

    - [Agents](https://github.com/ur-whitelab/LLMs-in-science/tree/main/Sci_agents#agents)

    - [Reviews](https://github.com/ur-whitelab/LLMs-in-science/blob/main/Sci_agents/README.md#reviews)

    - [Miscellaneous](https://github.com/ur-whitelab/LLMs-in-science/blob/main/Sci_agents/README.md#miscelaneous)