3 papers
cond-mat.mtrl-sci2026
From Knowledge to Action: Outcomes of the 2025 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry
Aritra Roy, Kevin Shen, Andrew MacBride +350
Large language models (LLMs) are rapidly changing how researchers in materials science and chemistry discover, organize, and act on scientific knowledge. This paper analyzes a broa…
q-bio.MN2025
Quantifying the Emergence of Selection Prior to Biological Evolution
Michael Jirasek, Abhishek Sharma, Mary Wong +2
Selection is central to biological evolution, yet there has been no general experimental framework for quantifying selection in chemical systems before life. Here we demonstrate th…
q-bio.PE2025
Constructing the Molecular Tree of Life using Assembly Theory and Mass Spectrometry
Amit Kahana, Alasdair MacLeod, Hessam Mehr +5
Here we demonstrate the first biochemistry-agnostic approach to map evolutionary relationships at the molecular scale, allowing the construction of phylogenetic models using mass s…