--- title: "Chemistry — papers — Elamur Research" description: "Chemistry: 3 papers of the Elamur Research library, the most cited first — our summary of each, its ideas, references and who cites it." canonical: "https://research.elamur.ai/free/en/shelves/chemistry/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/shelves/chemistry/) [home](https://md.research.elamur.ai/free/en/) / [shelves](https://md.research.elamur.ai/free/en/shelves/) / Chemistry # 🧪 Chemistry 3 papers · the most cited first · [all shelves](https://md.research.elamur.ai/free/en/shelves/) Molecules, reactions, materials and their analysis. ## Subfields The sub-shelves of Chemistry, the most papers first, with the two OpenAlex topics most of their papers here are on. 1. [**Physical and Theoretical Chemistry**History and advancements in chemistry · Advanced Physical and Chemical Molecular Interactions*3 papers*](https://md.research.elamur.ai/free/en/shelves/chemistry/physical-and-theoretical-chemistry/) ## Papers (3) 1. [**EvoMD-LLM: Learning the Language of Species Evolution in Reactive Molecular Dynamics**Zhichen Tang, Zhengzheng Dang, Yulin Chen, et al.*2026*](https://md.research.elamur.ai/free/en/papers/tang-2026-evomd-llm-learning-language-species/) 2. [**FACT: Functional Group Alignment and Consistency in Token Space for Structure-aware Molecular Representation Learning**Hyeonyeong Nam, Woojae Choi, Deok-Joong Lee, et al.*2026*](https://md.research.elamur.ai/free/en/papers/nam-2026-fact-functional-group-alignment-consistency/) 3. [**MCLE-Mol: Empowering LLM with Molecular Comprehension and Low-Cost Continual Evolution for Interpretable Property Prediction**Zhili Pu, Lantian Zhang, Hao Duan, et al.*2026*](https://md.research.elamur.ai/free/en/papers/pu-2026-mcle-mol-empowering-llm-molecular/) Updated 1 November 2026 - [← previous shelf Business, Management and Accounting](https://md.research.elamur.ai/free/en/shelves/business-management-and-accounting/) - [next shelf → Computer Science](https://md.research.elamur.ai/free/en/shelves/computer-science/) - [↑ back to shelves](https://md.research.elamur.ai/free/en/shelves/)