AI4X 2025 Conference Submissions

High-Efficiency Synthesis of Carbon Nanotubes Empowered by AI
Chen Zhaolong
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation
Zhiyuan Liu, Yanchen Luo, Han Huang, Enzhi Zhang, Sihang Li, Junfeng Fang, Yaorui Shi, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
Large Language Models for Cybersecurity: New Opportunities
Dinil Mon Divakaran, Sai Teja Peddinti
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
Artificial Intelligence Prediction Across 12,000 Samples Shows Widespread Increased Gene-Gene Chromatin Interactions in Cancers that Constitute Therapeutic Vulnerabilities
Dao Fuying
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Finding Perovskite Composites With Preferable Features: Simple ML algorithms
Gurgen Kolotyan, Arevik Asatryan, Hayk Khachatryan
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Machine Learned Potential for High-Throughput Phonon Calculations of Metal–-Organic Frameworks
Prathami Divakar Kamath, Alin Marin Elena, Theo Jaffrelot inizan, Andrew Scott Rosen, Federica Zanca, Kristin Persson
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
OMG-HD: A High-Resolution AI Weather Model for End-to-End Forecasts from Observations
Haiyu Dong
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
Crash testing machine learning force fields for molecules, materials, and interfaces: molecular dynamics in the TEA challenge 2023
Igor Poltavskyi, Mirela Puleva, Anton Charkin-Gorbulin, Grégory Fonseca, Ilyes Batatia, Nicholas J. Browning, Stefan Chmiela, Mengnan Cui, Thorben Frank, Stefan Heinen, Bing Huang, Silvan Käser, Adil Kabylda, Danish Khan, Carolin Müller, Alastair James Arthur Price, Kai Riedmiller, Kai Töpfer, Tsz Wai Ko, Markus Meuwly et al. (6 additional authors not shown)
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
Data-driven parametrization of molecular mechanics force fields for expansive chemical space coverage
Tianze Zheng, Ailun Wang, Xu Han, Yu Xia, Xingyuan Xu, Jiawei Zhan, Yu Liu, Yang Chen, Zhi Wang, Xiaojie Wu, Sheng Gong, Wen Yan
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
Embedding material graphs using the electron-ion potential: application to material fracture
Sherif Abdulkader Tawfik, Tri Minh Nguyen, Salvy Russo, Truyen Tran, Sunil Gupta, Svetha Venkatesh
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
Evaluating the Effectiveness of Machine Learning Algorithms in Stock Price Prediction Across Different Time Frames
Isabella J E Lim, Amy L Y Low, Kenneth Y T Lim
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Exploratory investigation of electrodermal activity in learning from a large language model versus from curated texts
Kenneth Y T Lim, Yue Heng Wong, Duc Nam Tran, Edrik K X Lee, Minh Tuan Nguyen Thien, Minh Anh Nguyen Duc, Alan J H Tan
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Enhancing Project Manager-GenAI Interaction: A Bidirectional Analysis for Construction Project Management
HWANG BON GANG, Shi Maruoyan, Zhu Hanjing, LIANG MINGXUAN
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
A Domain-Specific Prompting Enhancement System for Project Managers: Semantic Augmentation, Recommendation and Hybrid Feedback
HWANG BON GANG, LIANG MINGXUAN, Shi Maruoyan, Zhu Hanjing
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Opportunities and Challenges of Generative AI (GenAI) Applications in the Construction Industry
HWANG BON GANG, Zhu Hanjing, Shi Maruoyan, LIANG MINGXUAN
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Discovering Fault-Tolerant Quantum Circuits and Quantum Error Correction Codes via Reinforcement Learning
Remmy Zen, Jan Olle, Florian Marquardt
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Magnetic control of tokamak plasmas through deep reinforcement learning with privileged information
Dmitry Igorevich Sorokin, Alexander A. Granovskiy, Ivan Kharitonov, Maxim Stokolesov, Igor Prokofyev, Evgeny Adishchev, Georgy Subbotin, Maxim Nurgaliev
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Machine Learning-Powered Exploration of Catalytic Reaction Networks for CO₂ Conversion into Value-Added Chemicals
Mikhail V. Polynski, Sergey M. Kozlov
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Learning the deflated conjugate gradient method using gradient-based meta-solving
Sohei Arisaka, Qianxiao Li, Osamu Imazeki
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
AI-empowered discovery of novel materials for smart electronic devices
Valentyn Volkov, Ivan Kruglov, Liudmila Bereznikova, Arslan Mazitov, Alexey Arsenin, Kostya S. Novoselov
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Finite-difference least square methods for solving Hamilton-Jacobi equations using neural networks
Carlos Esteve Yague, Richard Tzong-Han Tsai, Alex Massucco
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
A Survey on Private Transformer Inference with Homomorphic Encryption
YANG LI, Jun Zhao
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Time evolution with neural quantum states
Dingzu Wang
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Learning Dynamics of Nonlinear Field-Circuit Coupled Problems with a Physics-Data Combined Model
Shiqi Wu, Gérard Meunier, Olivier Chadebec, Qianxiao Li, Ludovic Chamoin
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Continuity-Preserving Convolutional Autoencoders for Learning Continuous Latent Dynamical Models from Images
Aiqing Zhu, Yuting Pan, Qianxiao Li
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Poster
- Readers: Everyone