Elton Pan

According to our database, Elton Pan authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

LeMat-Synth: a multi-modal toolbox to curate broad synthesis procedure databases from scientific literature.

Magdalena Lederbauer, Siddharth Betala, Xiyao Li, Ayush Jain, Amine Sehaba, Georgia Channing, Grégoire Germain, Anamaria Leonescu, Faris Flaifil, Alfonso Amayuelas, Alexandre Nozadze, Stefan P. Schmid, Mohd Zaki, Sudheesh Kumar Ethirajan, Elton Pan, Mathilde Franckel, Alexandre Duval, N. M. Anoop Krishnan, Samuel P. Gleason

CoRR, October, 2025

DiffSyn: A Generative Diffusion Approach to Materials Synthesis Planning.

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

CoRR, September, 2025

Language Models Enable Data-Augmented Synthesis Planning for Inorganic Materials.

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

CoRR, June, 2025

Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning.

Thorben Prein, Elton Pan, Sami Haddouti, Marco Lorenz, Janik Jehkul, Tymoteusz Wilk, Cansu Moran, Menelaos Panagiotis Fotiadis, Artur P. Toshev, Elsa A. Olivetti, Jennifer L. M. Rupp

CoRR, February, 2025

2022

Deep Reinforcement Learning for Inverse Inorganic Materials Design.

Elton Pan, Christopher Karpovich, Elsa A. Olivetti

CoRR, 2022

2021

Constrained model-free reinforcement learning for process optimization.

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

Comput. Chem. Eng., 2021