AI4X 2025 Conference Submissions

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: 19 Jun 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: 19 Jun 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: 19 Jun 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: 19 Jun 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: 19 Jun 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: 19 Jun 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: 19 Jun 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: 19 Jun 2025
- AI4X 2025 Poster
- Readers: Everyone
Time evolution with neural quantum states
Dingzu Wang
- Published: 21 Apr 2025, Last Modified: 19 Jun 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: 19 Jun 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
Deep learning for thermoelectric property prediction: A data-informed approach to skutterudites
Victor Posligua, Karina Landivar, Gerda Rogl, Peter F. Rogl, Jose J. Plata, Antonio M. Marquez
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Poster
- Readers: Everyone
Thermal Effects on Optoelectronics: A Graph Neural Network Approach
Pol Benítez, Edgardo Saucedo, Claudio Cazorla
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models
Fusheng Liu, Qianxiao Li
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
Learning the Hamiltonian of Large, Disordered Atomic Systems
Chen Hao Xia, Manasa Kaniselvan, Alexandros Nikolaos Ziogas, Rayen Mahjoub, Marko Mladenovic, Alexander Maeder, Mathieu Luisier
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
Multi-Agent DRL Framework for Coordinated HVAC Control in Large-Scale Buildings
Wenhan Yu, Jun Zhao
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Poster
- Readers: Everyone
Digital Exploration of Metal-Organic Polyhedra in The World Avatar
Aleksandar Kondinski, Simon D. Rihm, Pei Chong, Yong Ren Tan, Srishti Ganguly, Sebastian Mosbach, Jethro Akroyd, Ari Fischer, Xu Rong, Markus Kraft
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
Artificial intelligence guided search for van der Waals materials with high optical anisotropy
Liudmila Bereznikova, Kruglov Ivan, Ermolaev Georgy, Valentyn Volkov, Kostya S. Novoselov
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Poster
- Readers: Everyone
Leveraging Implicit Representations of Atomistic Foundation Model for Generation and Optimization of Molecules
Y H, Keyu Wu, Ji Wei Yoon
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
The Digital Lab Facility Manager: Automating operations of research laboratories through “The World Avatar”
Simon D. Rihm, Yong Ren Tan, Wilson Ang, Hou Yee Quek, Xinhong Deng, Michael Teguh Laksana, Jiaru Bai, Sebastian Mosbach, Jethro Akroyd, Markus Kraft
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Poster
- Readers: Everyone
Comprehensive sampling of coverage effects in catalysis by leveraging generalization in neural network models
Nitish Govindarajan, Daniel Schwalbe-Koda, Joel B Varley
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
Generative model for enhancing reticular material discovery
Theo Jaffrelot inizan
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
Learning Macroscopic Dynamics from Partial Microscopic Observations
Mengyi Chen, Qianxiao Li
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
Probing out-of-distribution generalization in machine learning for materials
Kangming Li, Andre Niyongabo Rubungo, Xiangyun Lei, Daniel Persaud, Kamal Choudhary, Brian DeCost, Adji Bousso Dieng, Jason Hattrick-Simpers
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone