40 citations · 158 across the 22 of their papers we have counts for
30 papers
From Document Silos to Process Intelligence: A Multi-Layer Knowledge Graph for CMC Process Development
Reza Amirmoshiri, Faryad Sahneh, Yasser Jangjou
Chemistry, Manufacturing and Controls (CMC) process development generates an enormous body of technical information across a multi-stage, knowledge-intensive continuum from drug di…
EpidemIQs: Prompt-to-Paper LLM Agents for Epidemic Modeling and Analysis
Mohammad Hossein Samaei, Faryad Darabi Sahneh, Lee W. Cohnstaedt +1
Large Language Models (LLMs) offer new opportunities to accelerate complex interdisciplinary research domains. Epidemic modeling, characterized by its complexity and reliance on ne…
Multimodal Medical Code Tokenizer
Xiaorui Su, Shvat Messica, Yepeng Huang +5
Foundation models trained on patient electronic health records (EHRs) require tokenizing medical data into sequences of discrete vocabulary items. Existing tokenizers treat medical…
FastGEMF: Scalable High-Speed Simulation of Stochastic Spreading Processes over Complex Multilayer Networks
Mohammad Hossein Samaei, Faryad Darabi Sahneh, Caterina Scoglio
Predicting the spread of processes across complex multi-layered networks has long challenged researchers due to the intricate interplay between network structure and propagation dy…
Many-Shot In-Context Learning for Molecular Inverse Design
Saeed Moayedpour, Alejandro Corrochano-Navarro, Faryad Sahneh +14
Large Language Models (LLMs) have demonstrated great performance in few-shot In-Context Learning (ICL) for a variety of generative and discriminative chemical design tasks. The new…
Multi-Priority Graph Sparsification
Reyan Ahmed, Keaton Hamm, Stephen Kobourov +3
A \emph{sparsification} of a given graph is a sparser graph (typically a subgraph) which aims to approximate or preserve some property of . Examples of sparsifications inclu…