Author

Can S. Erer

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Preprint Oct 2026

STAR-XPC: Set Transformer for Estimating X-ray Transmission in Polymer Composites

Evaluating the energy transmission ratio of an X-ray beam through a polymer composite is a challenging task in radiation shielding studies. The reference solution with Monte Carlo transport simulation is highly accurate but computationally expensive: each of our reference simulations is capped at $4\times10^9$ photon h...

Can Erer, H. Yilmaz, Nebahat Aral · 0 citations

#natural language process... Jul 2026

TreeThink: A Modular Tree Search Library for Mathematical Reasoning with LLMs

This work introduces TreeThink, an open-source Python library for modular, fully asynchronous tree search in neural theorem proving, which integrates established tree search methods with vLLM-based inference pipelines and diverse node evaluation techniques, ranging from lightweight heuristics to neural evaluators.

B. Akbudak, Zeynel A. Ulusan, Can S. Erer et al. · arXiv.org · 0 citations