Awesome AI for Science
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Tian Xie — most-cited papers & profile · AI for Science
← authors
·
overview
Tian Xie
5
papers ·
199
citations ·
12
h-index
Wuhan Engineering Science & Technology Institute · Wuhan Institute of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Forces are not Enough: Benchmark and Critical Evaluation for Machine Learning Force Fields with Molecular Simulations
2022 · 167 citations
Simulate Time-integrated Coarse-grained Molecular Dynamics with Multi-Scale Graph Networks
2022 · 14 citations
MOFDiff: Coarse-grained Diffusion for Metal-Organic Framework Design
2023 · 14 citations
A cloud platform for automating and sharing analysis of raw simulation data from high throughput polymer molecular dynamics simulations
2022 · 3 citations
High-throughput calculations combining machine learning to investigate the corrosion properties of binary Mg alloys
2022 · 1 citations
Top co-authors
Tommi Jaakkola
· 3
and Jeffrey C. Grossman
· 1
Andrew S. Rosen
· 1
Arash Khajeh
· 1
Arthur France-Lanord
· 1
Bradley D. Olsen
· 1
Chris Fajardo
· 1
Daniel Schweigert
· 1
Emily Crabb
· 1
Ha-Kyung Kwon
· 1
Hong Zhu
· 1
Jake Smith
· 1
Topics
Materials
Chemistry
Physics ML
Climate & Weather