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E

Elton Pan

massachusetts institute of technology

5H-index
21Paper Count
169Citation Count
Published Papers 6
Publication Date
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DiffSyn: a generative diffusion approach to materials synthesis planning
errNature Computational Science
IF18.3
err2026-02-02
err0
PREAI
errElton 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
errShare
errSave
Language Models Enable Data-Augmented Synthesis Planning for Inorganic Materials
errACS Applied Materials and Interfaces
IF8.2
err2025-11-01
err1
PREAI
errPrein, Thorben; Pan, Elton; Jehkul, Janik; Weinmann, Steffen; Olivetti, Elsa; Rupp, Jennifer L. M.
errShare
errSave
Deep reinforcement learning for inverse inorganic materials design
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-12-19
err0
errOAAI
errKarpovich, Christopher; Pan, Elton; Olivetti, Elsa A.
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errSave
ZeoSyn: A Comprehensive Zeolite Synthesis Dataset Enabling Machine-Learning Rationalization of Hydrothermal Parameters
errACS CENTRAL SCIENCE
IF10.4
err2024-03-06
err8
errOAAI
errPan, Elton; Kwon, Soonhyoung; Jensen, Zach; Xie, Mingrou; Gomez-Bombarelli, Rafael; Moliner, Manuel; Roman-Leshkov, Yuriy; Olivetti, Elsa
errShare
errSave
Interpretable Machine Learning Enabled Inorganic Reaction Classification and Synthesis Condition Prediction
errCHEMISTRY OF MATERIALS
IF7
err2023-01-27
err15
PREAI
errKarpovich, Christopher; Pan, Elton; Jensen, Zach; Olivetti, Elsa
errShare
errSave
Constrained model-free reinforcement learning for process optimization
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2021-11-01
err24
errOAAI
errPan, Elton; Petsagkourakis, Panagiotis; Mowbray, Max; Zhang, Dongda; del Rio-Chanona, Ehecatl Antonio
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
Y
Yuriy Román‐Leshkov
H-index: 78 · Papers: 299
J
Jennifer L. M. Rupp
H-index: 58 · Papers: 259
M
Manuel Moliner
H-index: 57 · Papers: 165
E
Elsa Olivetti
H-index: 46 · Papers: 235
R
Rafael Gómez‐Bombarelli
H-index: 42 · Papers: 280
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