Martin Hoffmann Petersen, Ruiming Zhu, Haiwen Dai, Savyasanchi Aggarwal, Wei Nong, Andy Paul Chen, Arghya Bhowmik, Juan Maria Garcia-Lastra, Kedar Hippalgaonkar

Oral

Multiple Descents in Deep Learning as a Sequence of Order-Chaos Transitions

WEIWENBO, Nicholas Jia Le Chong, CHOY HENG LAI, Ling Feng

Oral

Crash testing machine learning force fields for molecules, materials, and interfaces: molecular dynamics in the TEA challenge 2023

Igor Poltavskyi, Mirela Puleva, Anton Charkin-Gorbulin, Grégory Fonseca, Ilyes Batatia, Nicholas J. Browning, Stefan Chmiela, Mengnan Cui, Thorben Frank, Stefan Heinen, Bing Huang, Silvan Käser, Adil Kabylda, Danish Khan, Carolin Müller, Alastair James Arthur Price, Kai Riedmiller, Kai Töpfer, Tsz Wai Ko, Markus Meuwly, Matthias Rupp, Gabor Csanyi, O. Anatole von Lilienfeld, Johannes T. Margraf, Klaus Robert Muller, Alexandre Tkatchenko

Oral

Integrating graph neural networks with physics-informed loss function for mechanical response prediction of hollow concrete structures with morphed honeycomb configurations

hanmo wang, Pau Fatt Michael Tan, Yee Zin Foo, Shawn Owyong, Zhuyin Lu, Huan Ting Chen, Tam Hong Nguyen, Alexander Lin

Oral

RetiRAG: A Retrieval-Augmented Generation Framework for Specialized Ophthalmology Applications

Ting Xu, Siyani Chen, Meng Wang, Wenbin Liao, Jie Zhang, Tian Lin, Huazhu Fu, Dianbo Liu, Haoyu Chen, Ching-Yu Cheng

Oral

Accelerating the characterisation of molecular photoswitches for solar thermal energy storage

Jacob Lynge Elholm, Kasper Moth-Poulsen

Oral

LLM-based agent empowered with geometric deep learning, data-oriented approaches and quantum chemistry to unravel synchrotron data of operando catalysis

Bogdan Protsenko, Sergey Alexandrovich Guda, Kulaev Kirill Dmitrievich, Mikhail Lifar, George Asaturov, Nazar Chubkov, Daniil Kupriianenko, George Kochiev Jambolatovich, Alexander Guda, Alexander Soldatov

Poster

Identifying and embedding transferability in data-driven representations of chemical space

Tim Gould, Bun Chan, Stephen Gregory Dale, Stefan Vuckovic

Oral

Sparse Autoencoders Reveal Interpretable Structure in Small Gene Language Models

Haoxiang Guan, Jiyan He, Jie Zhang

Oral

AI regulations under the EU AI Act in critical urban systems

Amelie FAVREAU

Oral

Mapping Intelligibility: Hybrid AI, Sustainability, and “Wind Maps” of Singapore

Andrew Prahl, Hydar Saharudin, Beatriz Moya, Ishmam Ahmed, Hallam Stevens, Vanessa Evers