AI4X 2025 Conference Submissions

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: 26 May 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: 26 May 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: 26 May 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: 26 May 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: 26 May 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: 26 May 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
Federated Learning in Healthcare: A Benchmark Comparison of Engineering and Statistical Approaches for Structured Data Analysis
Siqi Li, Di Miao, Qiming Wu, Chuan Hong, Nan Liu
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
Generative artificial intelligence and ethical considerations in health care: a scoping review and ethics checklist
Yilin Ning
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
Flash optimization of drug combinations for Acinetobacter baumannii with IDentif.AI-AMR
Peter Wang, Kui You, Nurhidayah Binte Mohamed Yazid, Li Ming Chong, Lissa Hooi, Isaiah Zhuang, Stephen Chua, Ethan Lim, Alrick Zi Xin Kok, Kalisvar Marimuthu, Shawn Vasoo, Oon Tek Ng, Conrad E. Z. Chan, Edward Kai-Hua Chow, Dean Ho
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
AI Guided Multi-Objective Heterogeneous Chiplet Placement for Advanced
Partha Pratim Kundu, Sezin Kircali Ata, Furen Zhuang, Y H, Mihai Dragos Rotaru, Rahul Dutta, Ashish James
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Bayesian Optimization for Chiplet Placement on 2.5D System in Package Platforms: Tackling Rotation and Constraint Challenges
Furen Zhuang, Partha Pratim Kundu, Sezin Kircali Ata, Y H, Mihai Dragos Rotaru, Rahul Dutta, Ashish James
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Using neural networks to process non-destructive testing results
Vladimir Stanislavovich Oleshko
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Elf autoencoder for unsupervised exploration of flat-band materials using electronic band structure fingerprints
Artem Mishchenko, Henry Kelbrick Pentz, Thomas Warford, Ivan Timokhin, Hongpeng Zhou, Qian Yang, Anupam Bhattacharya
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
OAH-Net: a deep neural network for efficient and robust hologram reconstruction for off-axis digital holographic microscopy
Liu Wei, Kerem Delikoyun, Qianyu Chen, Alperen Yildiz, Si Ko Myo, Win Sen Kuan, John Tshon Yit Soong, Matthew Edward Cove, Oliver Hayden, Hwee Kuan Lee
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
PIED: Physics-Informed Experimental Design for Inverse Problems
Apivich Hemachandra, Gregory Kang Ruey Lau, See-Kiong Ng, Bryan Kian Hsiang Low
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
Personalized dose selection platform for patients with solid tumors in the PRECISE CURATE.AI feasibility trial
Agata Blasiak, Anh T. L. Truong, Nigel Foo, Lester W. J. Tan, Kirthika S. Kumar, Shi-Bei Tan, Chong Boon Teo, Benjamin Tan Kye Jin, Xavier Tadeo Campillo, Hon Lyn Tan, Cheng Ean Chee, Wei Peng Yong, Dean Ho, Raghav Sundar
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
Data-driven assessment of thermodynamic stability and search for competing phases: Application to the 2D Material Defect dataset
Roman A. Eremin, Aliaksei V. Krautsou, Innokentiy S. Humonen, Artem D. Dembitskiy, Semen Budennyy
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Machine learning of electronic charge densities in the simulation of electrochemical interfaces
Mathieu Salanne, Andrea Grisafi
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Health diagnosis and recuperation of aged Li-ion batteries with data analytics and equivalent circuit modeling
Riko I Made
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
Multi-objective synthesis optimization and kinetics of a sustainable terpolymer
Jin Da Tan, Andre KY Low, Shannon Thoi Rui Ying, Sze Yu Tan, Wenguang Zhao, Yee-Fun Lim, Qianxiao Li, Saif A. Khan, Balamurugan Ramalingam, Kedar Hippalgaonkar
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone