AI4X 2025 Conference Submissions

Reverse Design of High-Activity High-Stability Acidic OER Catalysts Based on MatterGen
Zhihao Wang, Lei Wang, Xiaonan Wang
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Poster
- Readers: Everyone
Phase Space Visualization and Neural Networks: Learning Hamiltonian Dynamics in the Duffing System
Abrari Noor Hasmi, Haralampos Hatzikirou, Hadi Susanto
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
AI-Driven Optimization Framework for Next-Generation Semiconductor Manufacturing: From Digital Twins to Self-Optimizing Process
Shivin Srivastava, Ek Hong Lim, Pan Jieming, Jussi Keppo, Aaron Thean
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Poster
- Readers: Everyone
Knowledge Graph Enhanced Enterprise RAG Framework for the Insurance Industry
He Jiong, Wong Zhi Heng Zac, Wang Yangtao, Charles Cheng Xiangang, Yao Yuhui, Yao Chen, Bingsheng He
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Poster
- Readers: Everyone
AI and Evidence-Based Policymaking: Who Stays in the Human-AI Loop and Why?
Jie Gao
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
Active learning-enabled the discovery of ultra-high saturation magnetization soft magnetic alloys
Yahao Li, Yicong Ye
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Poster
- Readers: Everyone
MatPilot: an LLM-enabled AI Materials Scientist under the Framework of Human-Machine Collaboration
Ziqi Ni, Yicong Ye
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
Information fusion strategy based on language model and contrastive learning for knowledge retrieval of metallic materials
Zhouran Zhang
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
Learning Non-Equilibrium Dynamics of Polymer Chains: A Data-Driven Approach
Beatrice W Soh, Eleonore Vissol-Gaudin, Kedar Hippalgaonkar, Qianxiao Li
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
Cross-dataset Evaluation of Dementia Longitudinal Progression Prediction Models
Chen Zhang, B.T. Thomas Yeo
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Poster
- Readers: Everyone
Optimizing Biophysically-Plausible Large-Scale Circuit Models With Deep Neural Networks
Tianchu Zeng, Fang Tian, Shaoshi Zhang, B.T. Thomas Yeo
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Poster
- Readers: Everyone
Multiple Descents in Deep Learning as a Sequence of Order-Chaos Transitions
WEIWENBO, Nicholas Jia Le Chong, CHOY HENG LAI, Ling Feng
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
Using Large Language Models to Automate Code Generation for PDE Solvers
Haoyang Wu, Lailai Zhu
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Poster
- Readers: Everyone
Machine Learning Aided Atomistic Modeling of Solid State Electrolyte Interphase Formation for Li/Li7P3S11
Bryant Li, Kristin Persson
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
BrainOOD: Out-of-distribution Generalizable Brain Network Analysis
Jiaxing Xu, Yongqiang Chen, Xia Dong, Mengcheng Lan, Tiancheng HUANG, Qingtian Bian, James Cheng, Yiping Ke
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
UEMNet: A Lightweight General-Purpose Convolutional Neural Network for Environmental Applications
Thomas Wang Wei Hong, Ningchang Gan
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Poster
- Readers: Everyone
Large Language Model for Automating the Analysis of Cryoprotectants
Ekaterina V. Skorb, Mariia S. Ashikhmina
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
The analysis and interpretation of quantum adversarial examples
Shuangyue Geng, Dong-Ling Deng
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
High-Resolution Maps of Left Atrial Displacements and Strains Estimated with 3D Cine MRI using Online Learning Neural Networks
Christoforos Galazis, Samuel Shepperd, Emma JP Brouwer, Sandro Queirós, Ebraham Alskaf, Mustafa Anjari, Amedeo Chiribiri, Jack Lee, Anil Anthony Bharath, Marta Varela
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Poster
- Readers: Everyone
Accelerating the characterisation of molecular photoswitches for solar thermal energy storage
Jacob Lynge Elholm, Kasper Moth-Poulsen
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
Development and analysis of largest, accurate and comprehensive Multicomponent (high entropy) alloy database using large language models
Aravindan Kamatchi Sundaram, Sai Mani Kumar Devathi, B.Pabitramohan Prusty, Mohit Mayank Chakraborty, Rohit Batra
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
Identifying and embedding transferability in data-driven representations of chemical space
Tim Gould, Bun Chan, Stephen Gregory Dale, Stefan Vuckovic
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
Spin-1/2 kagome Heisenberg antiferromagnet: Machine learning discovery of the spinon pair-density-wave ground state
Pinaki Sengupta, Tanja Duric, Bo Yang
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
Decoding kinetic selectivity in diffusion-limited solid state synthesis reactions through machine-learning accelerated molecular dynamics
Vir Karan, Max C. Gallant, Kristin Persson
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
Adapting hybrid density functionals with machine learning
Danish Khan, Alastair James Arthur Price, Bing Huang, Maximilian L. Ach,, O. Anatole von Lilienfeld
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone