[HTML][HTML] Can ChatGPT be used to generate scientific hypotheses?

YJ Park, D Kaplan, Z Ren, CW Hsu, C Li, H Xu, S Li… - Journal of …, 2024 - Elsevier
We investigate whether large language models can perform the creative hypothesis
generation that human researchers regularly do. While the error rate is high, generative AI …

Forecasting bathing water quality in the UK: A critical review

KU Krupska, L Speight, JS Robinson… - Wiley …, 2024 - Wiley Online Library
Climate change is altering rainfall patterns resulting in increasing variability and intensity of
rainfall events worldwide. Increases to short duration, intense rainfall (ie, convective rainfall) …

Timedit: General-purpose diffusion transformers for time series foundation model

D Cao, W Ye, Y Zhang, Y Liu - arXiv preprint arXiv:2409.02322, 2024 - arxiv.org
With recent advances in building foundation models for texts and video data, there is a surge
of interest in foundation models for time series. A family of models have been developed …

Planning progress: Incorporating innovation and structural change into models of economic planning

N Rochowicz - Competition & Change, 2024 - journals.sagepub.com
This paper addresses the challenge of incorporating innovation and structural change in
models of economic planning. Previous approaches to economic planning have mostly …

AI-aided ceramic sculptures: bridging deep learning with materiality

V Guljajeva, M Canet Sola - … Intelligence in Music, Sound, Art and Design …, 2023 - Springer
With the advent of neural networks as powerful tools for generating various forms of media,
so-called 'Deep Learning'(DL) has entered the sphere of art production. The concept of …

ZINify: Transforming Research Papers into Engaging Zines with Large Language Models

J Shriram, S Pradeep Kumar Sreekala - Adjunct Proceedings of the 36th …, 2023 - dl.acm.org
Research papers are a vital building block for scientific discussion. While these papers
follow effective structures for the relevant community, they are unable to cater to novice …

Constructive approaches to worst-case complexity analyses of gradient methods for convex optimization: contributions, new insights, and novel results

B Goujaud - 2024 - theses.hal.science
In the current era marked by an unprecedented surge in available data and computational
prowess, the field of machine learning, and more specifically deep learning, has witnessed …

[PDF][PDF] Artist-Guided Neural Networks–Automated Creativity or Tools for Extending Minds?

V Guljajeva, MC Sola, I Clarke - Digital Society Volume 64, 2024 - library.oapen.org
It is claimed that recent advancements in AI, such as CLIP-based products Midjourney and
DALL-E, are supposed to augment our creativity. For the first time, it doesnotsoundsoabsurdthatartistscanfindthe …

SSA-GAT: Graph-Based Self-supervised Learning for Network Intrusion Detection

Q Liu, H Zhang, Y Zhang, L Fan, X Jin - International Conference on …, 2024 - Springer
The attacks that derived from the advances of the Internet technology, despite sophistication,
remain significantly outnumbered by benign traffic within networks. To deal with imbalance …

Unraveling the Structure of Knowledge: Consistency in Everyday Networks, Diversity in Scientific

OGW Saunders, CQ Camargo, M Stella - International Conference on …, 2024 - Springer
The patterns and dynamics that govern the flow of concepts and the association of
information for various scientific domains, are not well understood in the realm of knowledge …