1 citations · 1 across the 3 of their papers we have counts for
4 papers
Hidden Phase Transition in Single-Polymer Stretching under Elongational Flow
Aiqing Zhu, Fushuai Wang, Eleonore Vissol-Gaudin +2
Using machine learning, we identify a second transition in polymer chain stretching driven by planar elongational flow, beyond the well-known coil-stretch transition. We achieve th…
Learning to Collaborate: An Orchestrated-Decentralized Framework for Peer-to-Peer LLM Federation
Inderjeet Singh, Eleonore Vissol-Gaudin, Andikan Otung +1
Fine-tuning Large Language Models (LLMs) for specialized domains is constrained by a fundamental challenge: the need for diverse, cross-organizational data conflicts with the princ…
Constructing Custom Thermodynamics Using Deep Learning
Xiaoli Chen, Beatrice W. Soh, Zi-En Ooi +5
One of the most exciting applications of artificial intelligence (AI) is automated scientific discovery based on previously amassed data, coupled with restrictions provided by know…
Automated Electrokinetic Stretcher for Manipulating Nanomaterials
Beatrice W. Soh, Zi-En Ooi, Eleonore Vissol-Gaudin +2
In this work, we present an automated platform for trapping and stretching individual micro- and nanoscale objects in solution using electrokinetic forces. The platform can trap ob…