LBTEK-AI Frontiers

01

Conversational & Reasoning LLMs

ChatGPT - Balanced multimodal and coding skills for paper polishing Claude - Long context and rigorous reasoning for complex physics derivations DeepSeek - Strong math reasoning and coding; popular open-source stack Gemini - Strong multimodal capabilities within Google ecosystem Qwen - Rich open ecosystem; suitable for on-prem deployment Kimi - Ultra-long context window for Chinese literature reading ERNIE - Wenxin large models have a profound understanding of Chinese. It is recommended for Chinese knowledge retrieval and the writing of plan reports.DouBao - Multi-scenario dialogue assistant, recommended for quick Q&A and daily technical communication.Yuanbao - Hunyuan large model + DeepSeek dual engine. It is recommended for literature retrieval and ecological content analysis on wechat official accounts.

02

AI Coding & IDEs

Claude Code - Anthropic terminal AI programming agent, capable of reading and writing files, executing commands, and having full code base awareness. This tool is constructed with its assistance.OpenAI Codex CLI - OpenAI open-source terminal programming agent, supporting multiple models such as o4-mini. Recommended for rapid prototyping development and code review.Cursor - AI-first code editor with multi-model support Trae - AI-native IDE with Doubao and DeepSeek integration GitHub Copilot - Mature IDE inline code completion ecosystem Windsurf - AI-powered IDE with deep codebase awareness

03

AI for Academic Research

Perplexity - AI search with live web citations scite.ai - Smart citation analysis with supporting/contrasting indicators Elicit - Paper analysis assistant extracting key findings NotebookLM - Google AI notebook for document-grounded Q&A

04

AI Image Generation & Design

Midjourney - High-quality AI images for posters and covers DALL-E 3 - OpenAI image generation integrated with ChatGPT Stable Diffusion - Open-source image generation with local deployment

05

Document and Knowledge Management

Zotero + AI - Open-source literature management, supporting AI plugins for automatic tagging and summarization. It is recommended for the daily management of the optoelectronics paper database.

06

AI Development Framework

PyTorch - Meta's open-source deep learning framework features flexible tensor computation and automatic differentiation.TensorFlow - Google's end-to-end machine learning platform.OpenCV - Open-source computer vision library, image processing and ML interface.

07

Online Computing Platform

Google Colab - Online Jupyter environment, providing free GPU/TPU computing power.Kaggle - Data science competitions, datasets and notebooks.Hugging Face - Pre-trained model libraries, datasets and AI community platforms.

08

Scientific Research Collaboration Platform

GitHub - Code repositories and open-source collaboration platforms.Papers with Code - A platform for tracking the correspondence between papers and open-source code.Connected Papers - A visual retrieval tool for literature association graphs.