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Michael Martin Pieler

2 accepted papers

2025

ChemPile: A 250 GB Diverse and Curated Dataset for Chemical Foundation Models

NeurIPS 2025poster

Foundation models have shown remarkable success across scientific domains, yet their impact in chemistry remains limited due to the absence of diverse, large-scale, high-quality datasets that reflect the field's multifaceted nature. We present the ChemPile, an open dataset containing over 75 billio…

Cited by 7SourceScholar
2025

Training a Scientific Reasoning Model for Chemistry

NeurIPS 2025poster

Reasoning models are large language models that use extra "thought tokens" before answering, providing both higher accuracy and explicit reasoning for their response. A major question has been whether language model reasoning generalizes beyond mathematics, programming, and logic, where most previou…

Cited by 46SourceScholar