2 citations · 2 across the 1 of their papers we have counts for
3 papers
L^2M^3OF: A Large Language Multimodal Model for Metal-Organic Frameworks
Jiyu Cui, Fang Wu, Haokai Zhao +4
Large language models have demonstrated remarkable reasoning capabilities across diverse natural language tasks. However, comparable breakthroughs in scientific discovery are more…
Language-Based Bayesian Optimization Research Assistant (BORA)
Abdoulatif Cissé, Xenophon Evangelopoulos, Vladimir V. Gusev +1
Many important scientific problems involve multivariate optimization coupled with slow and laborious experimental measurements. These complex, high-dimensional searches can be defi…
Domain Knowledge Injection in Bayesian Search for New Materials
Zikai Xie, Xenophon Evangelopoulos, Joseph Thacker +1
In this paper we propose DKIBO, a Bayesian optimization (BO) algorithm that accommodates domain knowledge to tune exploration in the search space. Bayesian optimization has recentl…