GenePT: a simple but effective foundation model for genes and cells built from ChatGPT
There has been significant recent progress in leveraging large-scale gene expression data
to develop foundation models for single-cell biology. Models such as Geneformer and …
to develop foundation models for single-cell biology. Models such as Geneformer and …
Quantum many-body physics calculations with large language models
Large language models (LLMs) have demonstrated abilities to perform complex tasks in
multiple domains, including mathematical and scientific reasoning. We demonstrate that with …
multiple domains, including mathematical and scientific reasoning. We demonstrate that with …
Leveraging Biomolecule and Natural Language through Multi-Modal Learning: A Survey
The integration of biomolecular modeling with natural language (BL) has emerged as a
promising interdisciplinary area at the intersection of artificial intelligence, chemistry and …
promising interdisciplinary area at the intersection of artificial intelligence, chemistry and …
[HTML][HTML] Evaluation of GPT and BERT-based models on identifying proteinprotein interactions in biomedical text
Detecting protein-protein interactions (PPIs) is crucial for understanding genetic
mechanisms, disease pathogenesis, and drug design. However, with the fast-paced growth …
mechanisms, disease pathogenesis, and drug design. However, with the fast-paced growth …
Large language models in drug discovery and development: From disease mechanisms to clinical trials
The integration of Large Language Models (LLMs) into the drug discovery and development
field marks a significant paradigm shift, offering novel methodologies for understanding …
field marks a significant paradigm shift, offering novel methodologies for understanding …
Image and data mining in reticular chemistry powered by GPT-4V
The integration of artificial intelligence into scientific research opens new avenues with the
advent of GPT-4V, a large language model equipped with vision capabilities. In this study …
advent of GPT-4V, a large language model equipped with vision capabilities. In this study …
Generation and human-expert evaluation of interesting research ideas using knowledge graphs and large language models
Advanced artificial intelligence (AI) systems with access to millions of research papers could
inspire new research ideas that may not be conceived by humans alone. However, how …
inspire new research ideas that may not be conceived by humans alone. However, how …
Materials science in the era of large language models: a perspective
Large Language Models (LLMs) have garnered considerable interest due to their
impressive natural language capabilities, which in conjunction with various emergent …
impressive natural language capabilities, which in conjunction with various emergent …
Biomedgpt: An open multimodal large language model for biomedicine
Recent advances in large language models (LLMs) like ChatGPT have shed light on the
development of knowledgeable and versatile AI research assistants in various scientific …
development of knowledgeable and versatile AI research assistants in various scientific …
Efficient evolutionary search over chemical space with large language models
Molecular discovery, when formulated as an optimization problem, presents significant
computational challenges because optimization objectives can be non-differentiable …
computational challenges because optimization objectives can be non-differentiable …