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Chenru Duan โ most-cited papers & profile ยท AI for Science
โ authors
ยท
overview
Chenru Duan
19
papers ยท
232
citations ยท
31
h-index
Principia Ingenieros Consultores ยท DeepBiome Therapeutics (United States) ยท Hangzhou DAC Biotech (China)
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Most-cited papers
Accurate transition state generation with an object-aware equivariant elementary reaction diffusion model
2023 ยท 78 citations
A Transferable Recommender Approach for Selecting the Best Density Functional Approximations in Chemical Discovery
2022 ยท 32 citations
Active Learning Exploration of Transition Metal Complexes to Discover Method-Insensitive and Synthetically Accessible Chromophores
2022 ยท 31 citations
Ligand additivity relationships enable efficient exploration of transition metal chemical space
2022 ยท 23 citations
Machine learning models predict calculation outcomes with the transferability necessary for computational catalysis
2022 ยท 18 citations
Exploiting Ligand Additivity for Transferable Machine Learning of Multireference Character Across Known Transition Metal Complex Ligands
2022 ยท 16 citations
Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials
2023 ยท 8 citations
Efficient Evolutionary Search Over Chemical Space with Large Language Models
2024 ยท 6 citations
MatLLMSearch: Crystal Structure Discovery with Evolution-Guided Large Language Models
2025 ยท 5 citations
Generative Design of Functional Metal Complexes Utilizing the Internal Knowledge of Large Language Models
2024 ยท 5 citations
React-OT: Optimal Transport for Generating Transition State in Chemical Reactions
2024 ยท 4 citations
M$^2$Hub: Unlocking the Potential of Machine Learning for Materials Discovery
2023 ยท 3 citations
Doob's Lagrangian: A Sample-Efficient Variational Approach to Transition Path Sampling
2024 ยท 2 citations
Two Wrongs Can Make a Right: A Transfer Learning Approach for Chemical Discovery with Chemical Accuracy
2022 ยท 1 citations
AI4X Roadmap: Artificial Intelligence for the advancement of scientific pursuit and its future directions
2025
Top co-authors
and Heather J. Kulik
ยท 9
Aditya Nandy
ยท 7
Yuanqi Du
ยท 6
Haojun Jia
ยท 5
Carla P. Gomes
ยท 3
Naveen Arunachalam
ยท 3
Qiyuan Zhao
ยท 3
Al\'an Aspuru-Guzik
ยท 2
Gianmarco Terrones
ยท 2
Jon Paul Janet
ยท 2
Kirill Neklyudov
ยท 2
Kristin A. Persson
ยท 2
Topics
Chemistry
Materials
Drug Discovery
Physics ML
Protein Science
Climate & Weather