Medium

A Journey Towards Hope.

2025
Materials Science: The Inspiring Intersection with Generative AI

Materials Science: The Inspiring Intersection with Generative AI

I always ask myself, what is the next milestone of AI+Material Science? Problems with diverse views may lead to unexplored areas that hidden in our cognition, they should...
Physicochemical Principles in Material Synthesis: From Language Modeling Perspective

Physicochemical Principles in Material Synthesis: From Language Modeling Perspective

Generated by Midjourney.In recent years, large language models (LLMs) have demonstrated remarkable potential in scientific discovery through automated experimentation and planning.While research has concentrated on computational design of...
Person and Mural

Person and Mural

A poem, for the past years, rain, snow and wind & all thoughts.The sunset is time’s Adam’s apple — Each day I watch it lodge at the golden summit of...
AI for Material Synthesis Science: A Brief Introduction

AI for Material Synthesis Science: A Brief Introduction

Q: What can today’s AI do for Science?A: Simply, I say, reading, writting, hypothesizing, and solving.IntroductionThe integration of artificial intelligence, particularly deep learning and language models, has revolutionized the approach...
2024
Can Language Models “Understand” the World? A Misleading Question

Can Language Models “Understand” the World? A Misleading Question

The concept of “understanding” is inherently subjective, especially when evaluating GPT-series models, which are often considered black boxes. Different people may hold varying perspectives on what constitutes understanding....
Are Physicochemical Mechanisms Important to Agent for Science?

Are Physicochemical Mechanisms Important to Agent for Science?

People are increasingly turning to the powerful capabilities of current large language models (LLMs) for AI applications in science, driven by their improving accuracy and methodologies. But what...