AI4X 2025 Conference Submissions

An in-context approach to estimate the parameters of a stochastic process
Aziz Temirkhanov, Kseniia Kuvshinova, Dmitry Simakov
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Poster
- Readers: Everyone
Multimodal Agentic System for Weekly SMART Goal Review
Iva Bojic, Andy W. H. Khong
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Poster
- Readers: Everyone
DesCartes: Hybrid Artificial Intelligence for optimal planning and decision making in urban systems
Francisco Chinesta, Dominique Baillargeat, Blaise Genest
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
Utilizing Machine Learning for Identifying Quantum-Many-Body Phase Transitions
Ron Ziv, David Wei, Antonio Rubio Abadal, Anna Keselman, Eran Lustig, Johannes Zeiher, Ronen Talmon, Immanuel Bloch, Mordechai Segev
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
Gastro-Health Project: Revolutionizing Personalized Nutrition and Health Forecasting Through Integrated AI Technologies
Uchenna Akujuobi, Jiu Yi, Maria Enrique Chung, Tarek R. Besold
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
Predicting the Chemical (Dis)order in Multicomponent Materials with High-Throughput Simulations and Representation Learning
Jiayu Peng
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
AI for Program Verification
Cristian Cadar, Abhik Roychoudhury
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
Gradient-guided discrete walk-jump sampling for biological sequence generation
Zarif Ikram, Dianbo Liu, M Saifur Rahman
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
Active Learning with Constrained Virtual Support Vector Machines for Classification of Earth Observation Data
Christian Geiß
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Poster
- Readers: Everyone
CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading
Yuan Li, Bingqiao Luo, Qian Wang, Nuo Chen, Xu Liu, Bingsheng He
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
FedIMPUTE: Privacy-preserving missing value imputation for multi-site heterogeneous electronic health records
Siqi Li, Mengying Yan, Molei Liu, Nan Liu, Chuan Hong
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Poster
- Readers: Everyone
Machine learning-enhanced material dynamics simulations using generative methods integrated with experimental data for applications in Energy and Drug Discovery
Alessio Gagliardi, Gohar Ali Siddiqui, Ioannis Kouroudis, Angela Casini
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Poster
- Readers: Everyone
MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues
Kuluhan Binici, Abhinav Ramesh Kashyap, Viktor Schlegel, Andy T. Liu, Vijay Prakash Dwivedi, Thanh-Tung Nguyen, Xiaoxue Gao, Nancy F. Chen, Stefan Winkler
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
Triviality metric for high-throughput detection of topological flat band materials
Anupam Bhattacharya, Henry Kelbrick Pentz, Thomas Warford, Artem Mishchenko
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
Self-supervised GNN for clustering of two-dimensional materials
Ivan Savochkin, Yihao Wei, Anupam Bhattacharya, Artem Mishchenko
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Poster
- Readers: Everyone
Non-structured Solution-Processed Scintillators for Improved X-ray Imaging
Xiaogang Liu
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
Automated Metric Discovery: Navigating Quantum Geometry with Symbolic Regression
Xianquan Yan
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Poster
- Readers: Everyone
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: 19 Jun 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: 19 Jun 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
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: 19 Jun 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: 19 Jun 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: 19 Jun 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: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone