529 citations · 2.8k across the 74 of their papers we have counts for
75 papers
Power-law hypothesis and (un)fairness of PageRank on undirected multi-type PAMs
Christian Borgs, Florian Henning, Remco van der Hofstad +1
The preferential attachment model (PAM) describes the sequential growth of a network based on the "rich-get-richer" principle. Several versions of it have become established for mo…
Travel Bans vs. Other Disease Mitigation Measures: A Mathematical Analysis
Christian Borgs, Karissa Huang, Geng Zhao
As the world grows increasingly connected, infectious disease transmission and outbreaks have become a pressing global concern for public health officials and policymakers. While p…
System of Agentic AI for the Discovery of Metal-Organic Frameworks
Theo Jaffrelot Inizan, Sherry Yang, Aaron Kaplan +12
Generative models and machine learning promise accelerated material discovery in MOFs for CO2 capture and water harvesting but face significant challenges navigating vast chemical…
A Law of Large Numbers for SIR on the Stochastic Block Model: A Proof via Herd Immunity
Christian Borgs, Karissa Huang, Christian Ikeokwu
In this paper, we study the dynamics of the susceptible-infected-recovered (SIR) model on a network with community structure, namely the stochastic block model (SBM). As usual, the…
Manifold-Constrained Nucleus-Level Denoising Diffusion Model for Structure-Based Drug Design
Shengchao Liu, Divin Yan, Weitao Du +6
Artificial intelligence models have shown great potential in structure-based drug design, generating ligands with high binding affinities. However, existing models have often overl…
Single and Multi-Hop Question-Answering Datasets for Reticular Chemistry with GPT-4-Turbo
Nakul Rampal, Kaiyu Wang, Matthew Burigana +11
The rapid advancement in artificial intelligence and natural language processing has led to the development of large-scale datasets aimed at benchmarking the performance of machine…