https://ahren09.github.io/tags/llm-for-science/LLM for ScienceHugo Blox Builder (https://hugoblox.com)en-usSat, 01 Nov 2025 00:00:00 +0000https://ahren09.github.io/media/icon_hu_eee6347cbdb2cc3f.pnghttps://ahren09.github.io/tags/llm-for-science/https://ahren09.github.io/publication/emnlp25_protein_llm_survey/Sat, 01 Nov 2025 00:00:00 +0000https://ahren09.github.io/publication/emnlp25_protein_llm_survey/<h2 id="abstract">Abstract</h2> <p>Protein large language models (Protein LLMs) have rapidly emerged as a transformative paradigm for protein understanding, generation, and design. This survey provides a comprehensive overview of Protein LLMs, organizing the field along architectures, training objectives, datasets, downstream tasks, and applications across biology, chemistry, and medicine.</p> <h2 id="links">Links</h2> <ul> <li> </li> </ul>https://ahren09.github.io/publication/icml25_proteingpt/Fri, 18 Jul 2025 00:00:00 +0000https://ahren09.github.io/publication/icml25_proteingpt/<h2 id="abstract">Abstract</h2> <p>ProteinGPT is a multimodal LLM for protein property prediction and structure understanding. It integrates sequence and structural representations within a unified generative interface.</p> <h2 id="links">Links</h2> <ul> <li> </li> </ul>https://ahren09.github.io/publication/neurips24_rnagpt/Fri, 13 Dec 2024 00:00:00 +0000https://ahren09.github.io/publication/neurips24_rnagpt/<h2 id="abstract">Abstract</h2> <p>RNA-GPT is a multimodal generative system for RNA sequence understanding. It combines sequence-level reasoning with structural cues to support property prediction, retrieval, and natural-language interaction over RNA data.</p> <h2 id="links">Links</h2> <ul> <li> </li> </ul>