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2020 – today
- 2026
[j1]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:
DiffSyn: a generative diffusion approach to materials synthesis planning. Nat. Comput. Sci. 6(4): 404-416 (2026)- 2025
- [c1]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:
Regress, Don't Guess: A Regression-like Loss on Number Tokens for Language Models. ICML 2025 - [i6]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:
Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning. CoRR abs/2502.04289 (2025) - [i5]Thorben Prein, Elton Pan, Janik Jehkul, Steffen Weinmann, Elsa A. Olivetti, Jennifer L. M. Rupp:
Language Models Enable Data-Augmented Synthesis Planning for Inorganic Materials. CoRR abs/2506.12557 (2025) - [i4]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:
DiffSyn: A Generative Diffusion Approach to Materials Synthesis Planning. CoRR abs/2509.17094 (2025) - [i3]Thorben Prein, Willis O'Leary, Aikaterini Flessa Savvidou, Elchaïma Bourneix, Joonatan E. M. Laulainen:
A Synthesizability-Guided Pipeline for Materials Discovery. CoRR abs/2511.01790 (2025) - 2024
- [i2]Jonas Zausinger, Lars Pennig, Kacper Chlodny, Vincent Limbach, Anna Ketteler, Thorben Prein, Vishwa Mohan Singh, Michael Morris Danziger, Jannis Born:
Regress, Don't Guess - A Regression-like Loss on Number Tokens for Language Models. CoRR abs/2411.02083 (2024) - 2022
- [i1]Hyeonsu B. Kang, Sheshera Mysore, Kevin Huang, Haw-Shiuan Chang, Thorben Prein, Andrew McCallum, Aniket Kittur, Elsa A. Olivetti:
Augmenting Scientific Creativity with Retrieval across Knowledge Domains. CoRR abs/2206.01328 (2022)
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