AI4X 2025 Conference Submissions

Programmatic Reinforcement Learning for Trustworthy Microgrid Management
Subrat Prasad Panda, Blaise Genest, Arvind Easwaran
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
XAI4Extremes: An explainable AI framework for understanding extreme-weather precursors
Jiawen Wei, Aniruddha Bora, Vivek Oommen, Chenyu Dong, Juntao Yang, Jeff Adie, Chen Chen, Simon See, George Em Karniadakis, Gianmarco Mengaldo
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Explainable Machine Learning Framework for Predicting Retention Time Shifts in Biodiesel Gas Chromatography
Montassar bouzidi
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Practical approaches for crystal structure predictions with inpainting generation and universal interatomic potentials
Peichen Zhong, Xinzhe Dai, Bowen Deng, Gerbrand Ceder, Kristin Persson
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Virp: neural network-accelerated prediction of physical properties in site-disordered materials
Andy Paul Chen, Martin Hoffmann Petersen, Kedar Hippalgaonkar
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
DELTA Tracker - A novel gamified health tracking framework for incentivizing adherence to health regimen
Chengxun Su, Peter Wang, Shang Wei Song, Gyula Seres, Yong Ting Nicole Leung, Nigel Foo, Lissa Hooi, Yoong Hun Ong, Poonam Rai, Chew Han Shi Jocelyn, Xavier Tadeo, Yoann Sebastien Sapanel, Edward Kai-Hua Chow, Dean Ho
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Polymorphism - a property of the single molecule or an emergent phenomenon: a machine learning study
Itamar Wallwater, Yonathan Dubi, Ari Pakman, Anat Milo
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Self-driving labs: how to tell the optimizer not to sample in an undesired region?
Flore Mekki-Berrada, Andre KY Low, Kedar Hippalgaonkar, Saif A. Khan
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
An in-context approach to estimate the parameters of a stochastic process
Aziz Temirkhanov, Kseniia Kuvshinova, Dmitry Simakov
- Published: 21 Apr 2025, Last Modified: 26 May 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: 26 May 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: 26 May 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: 26 May 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: 26 May 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: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
AI for Program Verification
Cristian Cadar, Abhik Roychoudhury
- Published: 21 Apr 2025, Last Modified: 26 May 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: 26 May 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: 26 May 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: 26 May 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: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Non-structured Solution-Processed Scintillators for Improved X-ray Imaging
Xiaogang Liu
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Automated Metric Discovery: Navigating Quantum Geometry with Symbolic Regression
Xianquan Yan
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone