AI4X 2025 Conference Submissions

Tabular vs. Temporal: Modeling the Impact of CO$_2$ Emissions on Global Forest Loss using Regression and Sequence Learning
Keonvin Park
- Published: 23 May 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Inventum.AI: An Automated Drug Design Platform with Integrated Pseudo-Ligand Representation for Ligand Generation, Binding Site Annotation, and Affinity Prediction
Ruslan Lukin, Grigorev Rostislav, Mikhail Arkhipov, Ilia Ivanov, Vladislav Savchuk, Sergei Evteev, Alexey Ereshchenko, Ramil Kuleev, Ksenia Fedisheva
- Published: 23 May 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Polymer Property Prediction via Fusion of Language Models and Probabilistic Edge Graph Neural Networks
Araki Wakiuchi, Arifin, Ryo Yoshida
- Published: 23 May 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Development of a Polymer Property Foundation Model via GPT-2 Fine-Tuning
Arifin, Araki Wakiuchi, Ryo Yoshida
- Published: 23 May 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Accelerating the Discovery of Multi-Component Solid Electrolytes using High-Performance Machine Learning Interatomic Potentials
Yanhao Deng
- Published: 13 May 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Bridging the AI4Materials Innovation Gap — A Startup’s Blueprint for Industrial Impact
Yu Yang Fredrik Liu
- Published: 06 May 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Multiscale Attention-Based Neural Network for Stock and Cryptocurrency Price Prediction: Bridging Microstructure and Macro Trends
Zichao Li, Zong Ke
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
A tomographic interpretation of structure-property relations for materials discovery
Raul Ortega Ochoa, Alan Aspuru-Guzik, Tejs Vegge, Tonio Buonassisi
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Poster
- Readers: Everyone
Leveraging Acoustic Monitoring and AI for Comprehensive Biodiversity Assessment in Zimbabwe
Muhammad Saeed, Mohamed Husain Alhosania, Yasser F. Al Wahedic, Dmitry Mikhaylov
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Fairness-Aware Causal Active Learning for Genomics AI (FACA-GEN)
Amber Qayum Hawabaz
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Classification of Brain Conditions
Valeriia Kirova, Fyodor Ratnikov, Dzerassa Kadieva
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Reconstructing High-fidelity Plasma Turbulence with Data-driven Tuning of Diffusion in Low Resolution Grids
Kunpeng Li, Robin Varennes, Zhisong Qu, Cho Youngwoo, Kyungtak Lim, Xavier Garbet, Yew-Soon Ong
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
AI Agents links Generative and Experimental teams: AID for Collaborative Discovery
Susannal ezhilarasi.S, Jijila B, Nirmala V, Rajagopal A
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
LLM-based agent empowered with geometric deep learning, data-oriented approaches and quantum chemistry to unravel synchrotron data of operando catalysis
Bogdan Protsenko, Sergey Alexandrovich Guda, Kulaev Kirill Dmitrievich, Mikhail Lifar, George Asaturov, Nazar Chubkov, Daniil Kupriianenko, George Kochiev Jambolatovich, Alexander Guda, Alexander Soldatov
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Dis-CSP: Disordered Crystal Structure Predictions
Martin Hoffmann Petersen, Ruiming Zhu, Haiwen Dai, Savyasanchi Aggarwal, Wei Nong, Andy Paul Chen, Arghya Bhowmik, Juan Maria Garcia-Lastra, Kedar Hippalgaonkar
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Apply DFT to DFT: Symmetry-preserved Generation of Crystalline Electron Densities
Yulin Cai
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Generalization and Scoring in RNA 3D Structure Prediction: A Benchmarking Study
Ivona Martinović, Tin Vlašić, Yang Li, Bryan Hooi, Yang Zhang, Mile Sikic
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Wells and context aware diffusion model for geologic cross section generation
Grigoriy M. Shutov, Boris Belozerov, Evgeny Burnaev, Vladimir Vanovskiy
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Generative subgrid-scale modeling
Jiaxi Zhao, Qianxiao Li
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
AI-Driven TCR Design: Leveraging Large Language Models for Personalized Cancer Immunotherapy
Sidan Yao, Jun Zhou, Yew Mun Lee, Yi Tian Png, Manna Dai, Tao Luo, Rick Siow Mong Goh, Yong Liu, Chwee Ming Lee
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Adaptive Gaussian basis set for quantum chemistry computation
Jiaxi Zhao
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Literature-based Hypothesis Generation: Predicting the evolution of scientific literature to support scientists
Tarek R. Besold, Uchenna Akujuobi, Samy Badreddine, Jihun Choi, Hatem Elshazly, Frederick Gifford, Chrysa Iliopoulou, Kana Maruyama, Kae Nagano, Pablo Sanchez Martin, Thiviyan Thanapalasingam, Alessandra Toniato, Christoph Wehner
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Conversational Self-Play for Discovering and Understanding Psychotherapy Approaches
Onno P. Kampman, Michael Xing, Charmaine Lim, Ahmad Ishqi Jabir, Ryan Louie, Jimmy Lee, Robert JT Morris
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Sparse Autoencoders Reveal Interpretable Structure in Small Gene Language Models
Haoxiang Guan, Jiyan He, Jie Zhang
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Multispectral diagnostics of catalytic reactions in microfluidic systems
Alexander Guda, Bogdan Protsenko, Alexander Soldatov, Mahmoud E. A. Eid, Andrei A. Tereshchenko, Dmitry Gorbunov, Egil Nikita, Zagrebaev Alexander, Ashot V. Arzumanyan
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone