AI4X 2025 Conference Submissions

Wide field-of-view imaging with hyperbolic metalenses using a Restormer network
Joel Yeo, Deepak K. Sharma, Saurabh Srivastava, Huang Aihong, Emmanuel Lassalle, Egor Khaidarov, Lai Keng Heng, Fu Yuan-Hsing, Arseniy Kuznetsov, N. Duane Loh, Ramon Jose Paniagua Dominguez
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
A Symmetry-Aware Multimodal Transformer for Spin Hall Conductivity Prediction
Ying Zhang, Lei Shen, Wu Yihong
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
MapReader: a framework for learning a visual language model for map analysis
Yifan Zhang, Wei Luo
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
Modeling crystal defects using defect-informed neural networks
Lei Shen
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Transforming the Synthesis of Carbon Nanotubes with Machine Learning Models and Automation
Yue Li, Liu Qian, Jin Zhang
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
Scaling autoregressive models for lattice thermodynamics
Xiaochen Du, Sulin Liu, Rafael Gomez-Bombarelli
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Identifying somatic mutations from tumor-only sequencing using deep learning
Kiran Krishnamachari, Bui Ngyuen Huu An, Anders Jacobsen Skanderup
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Towards Data-Driven Scientific Discovery
Zohreh Shams, Andrew Cusick, Sebastian Sosa, Jessica Mary Rumbelow, Robbie McCorkell, Arush Tagade, Leo McKee-Reid, Platre Matthieu
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Datasets for Benchmarking Machine Learning Models for Accelerated Search of Fast Ionic Conductors
Artem Dembitskiy, Roman A. Eremin, Innokentiy S. Humonen, Semen Budennyy, Stanislav Fedotov, Dmitry Aksyonov
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Embedding Theoretical Baselines For Satellite Force Estimations
Benjamin Y. J. Wong, Sai Sudha Ramesh, Boo Cheong Khoo
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Empowering Materials Science with Large Language Models: An Overview of MatCopilot
Yu Yang Liu, Chuan-Wei Kuo
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
AI for carbon-based quantum materials
Jiong Lu
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Harnessing Physics-inspired Machine Learning to Design Nanocluster Catalysts for Dehydrogenating Liquid Organic Hydrogen Carriers
Chuhong Lin, Bryan C. S. Lee, Uzma Anjum, Asmee Prabhu, Neeru Chaudhary, Rong Xu, Tej S Choksi
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
In-memory Subnet Computation for Area and Energy Efficient AI
Shi Zhao, Yue Li, Pan Jieming, Evgeny Zamburg, Aaron Voon-Yew Thean
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Simulating Professional Workplaces: A Pedagogical Framework for Generative AI-Powered Role-Play for Competency-Based Education
Liu Liu, Ng Sook Mun, Kaizen Low, Ben Leong
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Topological intelligence transfer to yield environmental catalysts’ knowledge
jie liu
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
A Multiscale Machine Learning Approach for Elucidating Polymer Pyrolysis Mechanisms
hu jinhao
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Genome imputation by masked language modeling
Mengren Man
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Feasibility Study of Augmenting Teaching Assistants with AI for CS1 Programming Feedback
Umair Z. Ahmed, Shubham Sahai, Ben Leong, Amey Karkare
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Poster
- Readers: Everyone
Composition driven machine learning for unearthing high-strength lightweight multi-principal element alloys
Chee Koon Ng
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
CondensNet: A Physically-Constrained Hybrid Deep Learning Model for Stable Long-Term Climate Simulations
Xin Wang, Jianda Chen, Juntao Yang, Jeff Adie, Simon See, Kalli Furtado, Chen Chen, Troy Arcomano, Romit Maulik, Wei Xue, Gianmarco Mengaldo
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Prediction of the Future State of Photobioreactors Using Time Series Prediction Algorithm
TianqiWu
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Defect Detection and Localization using 2D Slicing Method on 3D X-ray Microscopy
Aye Phyu Phyu Aung, Zhuoyi Lin, Ramanpreet Singh Pahwa, Riko I Made, Senthilnath Jayavelu
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
RETFound+: A Multi-Modal Deep Learning Framework for Osteoporosis Screening via Retinal Imaging
Hongyu He, Dianbo Liu
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
FAIM: Fairness-aware interpretable modeling for trustworthy machine learning in healthcare
Mingxuan Liu
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone