Elton Pan - Publications, H-index & Citations

Elton Pan

massachusetts institute of technology

5H指数

21论文数

169被引数

收录论文 6

发表时间

DiffSyn: a generative diffusion approach to materials synthesis planning DiffSyn: 材料综合计划的生成扩散方法

Nature Computational Science

IF18.3

2026-02-02

PREAI

Elton Pan; Soonhyoung Kwon; Sulin Liu; Mingrou Xie; Alexander J. Hoffman; Yifei Duan; Thorben Prein; Killian Sheriff; Yuriy Roman-Leshkov; Manuel Moliner; Rafael Gomez-Bombarelli; Elsa A. Olivetti

Language Models Enable Data-Augmented Synthesis Planning for Inorganic Materials 语言模型支持无机材料的数据增强综合规划

ACS Applied Materials and Interfaces

IF8.2

2025-11-01

PREAI

Prein, Thorben; Pan, Elton; Jehkul, Janik; Weinmann, Steffen; Olivetti, Elsa; Rupp, Jennifer L. M.

Deep reinforcement learning for inverse inorganic materials design 基于深度强化学习的逆向无机材料设计

NPJ COMPUTATIONAL MATERIALS

IF11.9

2024-12-19

OAAI

Karpovich, Christopher; Pan, Elton; Olivetti, Elsa A.

ZeoSyn: A Comprehensive Zeolite Synthesis Dataset Enabling Machine-Learning Rationalization of Hydrothermal Parameters

ACS CENTRAL SCIENCE

IF10.4

2024-03-06

OAAI

Pan, Elton; Kwon, Soonhyoung; Jensen, Zach; Xie, Mingrou; Gomez-Bombarelli, Rafael; Moliner, Manuel; Roman-Leshkov, Yuriy; Olivetti, Elsa

Interpretable Machine Learning Enabled Inorganic Reaction Classification and Synthesis Condition Prediction 可解释的机器学习支持无机反应分类和合成条件预测

CHEMISTRY OF MATERIALS

IF7

2023-01-27

PREAI

Karpovich, Christopher; Pan, Elton; Jensen, Zach; Olivetti, Elsa

Constrained model-free reinforcement learning for process optimization

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2021-11-01

OAAI

Pan, Elton; Petsagkourakis, Panagiotis; Mowbray, Max; Zhang, Dongda; del Rio-Chanona, Ehecatl Antonio

研究方向