Alexander Guda, Bogdan Protsenko, Alexander Soldatov, Mahmoud E. A. Eid, Andrei A. Tereshchenko, Dmitry Gorbunov, Egil Nikita, Zagrebaev Alexander, Ashot V. Arzumanyan

Oral

Learning Macroscopic Dynamics from Partial Microscopic Observations

Mengyi Chen, Qianxiao Li

Oral

Diffusion Model-Driven Optimization of High-Efficiency Wavelength-Scale Microring Lasers

Mihir Rajendra Athavale, Andre KY Low, Stephen Church, Wei Wen Wong, Kedar Hippalgaonkar, Hark Hoe Tan, Patrick Parkinson

Oral

Embedding Theoretical Baselines For Satellite Force Estimations

Benjamin Y. J. Wong, Sai Sudha Ramesh, Boo Cheong Khoo

Oral

Magnetic control of tokamak plasmas through deep reinforcement learning with privileged information

Dmitry Igorevich Sorokin, Alexander A. Granovskiy, Ivan Kharitonov, Maxim Stokolesov, Igor Prokofyev, Evgeny Adishchev, Georgy Subbotin, Maxim Nurgaliev

Oral

Parallelized, Low-cost, and Real-time Machine Learning Model for Immune Cell Morphological Profiling

Ng Zhi Heng Nicholas, Kerwin Kwek Zeming, Kai Yun Quek, Faye Cheung Ka Wai, Denise Teo Bei Lin, Sin Wei Xiang, Jongyoon Han

Oral

Molecular Simulations with a Pretrained Neural Network and Universal Pairwise Force Fields

Adil Kabylda, Thorben Frank, Sergio Suárez-Dou, Almaz Khabibrakhmanov, Leonardo Medrano Sandonas, Oliver T. Unke, Stefan Chmiela, Klaus Robert Muller, Alexandre Tkatchenko

Oral

Expanding AI-Based Optical Urinalysis with Synthetic Data: A Large-Scale 849-Patient Study

Igor Balashov, Sofya Stroganova, Yuri Poimanov, Vahan Gevorgyan, Armen Charchyan, Andrey Grunin, Andrey A. Fedyanin

Oral

Probing out-of-distribution generalization in machine learning for materials

Kangming Li, Andre Niyongabo Rubungo, Xiangyun Lei, Daniel Persaud, Kamal Choudhary, Brian DeCost, Adji Bousso Dieng, Jason Hattrick-Simpers

Oral

NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation

Zhiyuan Liu, Yanchen Luo, Han Huang, Enzhi Zhang, Sihang Li, Junfeng Fang, Yaorui Shi, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua

Oral

Hybrid and Generative Models for Material Science Event Extraction

Anran Hao, Jian Su