Thorben Prein

According to our database, Thorben Prein authored at least 8 papers between 2022 and 2026.

Collaborative distances:

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

2026

DiffSyn: a generative diffusion approach to materials synthesis planning.

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

Nat. Comput. Sci., April, 2026

2025

A Synthesizability-Guided Pipeline for Materials Discovery.

Thorben Prein, Willis O'Leary, Aikaterini Flessa Savvidou, Elchaïma Bourneix, Joonatan E. M. Laulainen

CoRR, November, 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

Regress, Don't Guess: A Regression-like Loss on Number Tokens for Language Models.

Jonas Zausinger, Lars Pennig, Anamarija Kozina, Sean Sdahl, Julian Sikora, Adrian Dendorfer, Timofey Kuznetsov, Mohamad Hagog, Nina Wiedemann, Kacper Chlodny, Vincent Limbach, Anna Ketteler, Thorben Prein, Vishwa Mohan Singh, Michael M. Danziger, Jannis Born

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Regress, Don't Guess - A Regression-like Loss on Number Tokens for Language Models.

Jonas Zausinger, Lars Pennig, Kacper Chlodny, Vincent Limbach, Anna Ketteler, Thorben Prein, Vishwa Mohan Singh, Michael Morris Danziger, Jannis Born

CoRR, 2024

2022

Augmenting Scientific Creativity with Retrieval across Knowledge Domains.

Hyeonsu B. Kang, Sheshera Mysore, Kevin Huang, Haw-Shiuan Chang, Thorben Prein, Andrew McCallum, Aniket Kittur, Elsa A. Olivetti

CoRR, 2022