T. Hage

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Reasoning & Chain-of-Thought (1)Scientific Discovery & Drug Design (1)Training Efficiency & Optimization (1)

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Tarjei Paule Hage (1)Markus J. Buehler (1)

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Mar 4, 2026

T. Hage +21w ago

BeamPERL: Parameter-Efficient RL with Verifiable Rewards Specializes Compact LLMs for Structured Beam Mechanics Reasoning

Verifiable rewards in RL can lead to impressive performance gains in compact LLMs, but don't guarantee robust physical reasoning, instead inducing procedural solution templates.

T. Hage, Tarjei Paule Hage, Markus J. Buehler

Reasoning & Chain-of-Thought Scientific Discovery & Drug Design Training Efficiency & Optimization

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T. Hage

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)