Integration of machine learning and first principles models

L Rajulapati, S Chinta, B Shyamala… - AIChE …, 2022 - Wiley Online Library
Abstract Model building and parameter estimation are traditional concepts widely used in
chemical, biological, metallurgical, and manufacturing industries. Early modeling …

AI for social science and social science of AI: A survey

R Xu, Y Sun, M Ren, S Guo, R Pan, H Lin, L Sun… - Information Processing …, 2024 - Elsevier
Recent advancements in artificial intelligence, particularly with the emergence of large
language models (LLMs), have sparked a rethinking of artificial general intelligence …

Machine-assisted social psychology hypothesis generation.

S Banker, P Chatterjee, H Mishra… - American Psychologist, 2024 - psycnet.apa.org
Social psychology research projects begin with generating a testable idea that relies heavily
on a researcher's ability to assimilate, recall, and accurately process available research …

AGATHA: automatic graph mining and transformer based hypothesis generation approach

J Sybrandt, I Tyagin, M Shtutman, I Safro - Proceedings of the 29th ACM …, 2020 - dl.acm.org
Medical research is risky and expensive. Drug discovery requires researchers to efficiently
winnow thousands of potential targets to a small candidate set. However, scientists spend …

Hierarchical network analysis of co-occurring bioentities in literature

H Yang, N Lee, B Park, J Park, J Lee, HS Jang… - Scientific Reports, 2022 - nature.com
Biomedical databases grow by more than a thousand new publications every day. The large
volume of biomedical literature that is being published at an unprecedented rate hinders the …

Bioinformatics and Network Analysis of Biological Data

E Hernández-Lemus, H Tovar… - Bioinformatics and …, 2021 - taylorfrancis.com
Network Biology and Network Medicine have been established as legitimate research and
applied scientific disciplines in recent times. With the growth of Network Science from the …

Exploiting Latent Features of Text and Graphs

J Sybrandt - 2020 - search.proquest.com
As the size and scope of online data continues to grow, new machine learning techniques
become necessary to best capitalize on the wealth of available information. However, the …

ChexMix: A Literature Content Extraction Tool for Bioentities

H Yang, B Park, J Park, J Lee, HS Jang, N Lee, H Yoo - bioRxiv, 2021 - biorxiv.org
Biomedical databases grow by more than a thousand new publications every day. The large
volume of biomedical literature that is being published at an unprecedented rate hinders the …