Jennifer D’Souza

Transforming Science with Large Language Models: A Survey on AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation

With the advent of large multimodal language models, science is now at a threshold of an AI-based technological transformation. An emerging ecosystem of models and tools aims to support researchers throughout the scientific lifecycle, including (1) searching for relevant literatu...

LLM-assistedScientific Experimentation? Transforming Science with LLMs

This talk explores the emerging role of large language models (LLMs) in scientific experimentation, focusing on two complementary roles: LLMs as scientific programmers and LLMs as machine-learning experiment designers. Through examples including ScienceAgentBench, SciCode, and Au...