AI-Driven Optimization Framework for Next-Generation Semiconductor Manufacturing: From Digital Twins to Self-Optimizing Process
Shivin Srivastava, Ek Hong Lim, Pan Jieming, Jussi Keppo, Aaron Thean
Poster
AI4X 2025 论文列表
International Conference on AI for X
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UEMNet: A Lightweight General-Purpose Convolutional Neural Network for Environmental Applications
Thomas Wang Wei Hong, Ningchang Gan
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Opportunities and Challenges of Generative AI (GenAI) Applications in the Construction Industry
HWANG BON GANG, Zhu Hanjing, Shi Maruoyan, LIANG MINGXUAN
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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
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Accelerating crystal structure prediction and liquid electrolyte simulations using actively-trained moment tensor potentials
Nikita Rybin, Evgeny Moerman, Mikhail Polovinkin, Ivan Novikov, Alexander Shapeev
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Towards sustainable pathway identification from biowaste resources to chemicals using knowledge graphs
Adarsh Arun, Alexei Lapkin
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Time evolution with neural quantum states
Dingzu Wang
Poster
Self-supervised GNN for clustering of two-dimensional materials
Ivan Savochkin, Yihao Wei, Anupam Bhattacharya, Artem Mishchenko
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CLUE: uncertainty-aware artificial intelligence in materials science
Cibrán López, Edgardo Saucedo, Claudio Cazorla
Poster
Explainable AI applications for Serial Femtosecond X-ray Crystallography
Harald Agelii, Alfredo Bellisario, Carl Caleman, Nicusor Timneanu, Sebastian Cardoch
Poster
A trained Physics-Informed Neural Networks (PINNs) method for phase-field model in Allen-Cahn framework
Le Song, Xuyang Chen, Zhiyong Huang
Poster
APEX: An Automated Cloud-Native Material Property Explorer
Tongqi Wen, Zhuoyuan Li, David Srolovitz
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Polymer Property Prediction via Fusion of Language Models and Probabilistic Edge Graph Neural Networks
Araki Wakiuchi, Arifin, Ryo Yoshida
Poster
Enhancing Project Manager-GenAI Interaction: A Bidirectional Analysis for Construction Project Management
HWANG BON GANG, Shi Maruoyan, Zhu Hanjing, LIANG MINGXUAN
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Multi-property directed generative design of inorganic materials through Wyckoff-augmented transfer learning
Shuya Yamazaki, Wei Nong, Ruiming Zhu, Kostya S. Novoselov, Andrey E. Ustyuzhanin, Kedar Hippalgaonkar
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RNAlign: Alignment of tumor and cell line transcriptomes using conditional VAEs
Jacob Alvarez, Kiran Krishnamachari, Anders Jacobsen Skanderup
Poster
Scaling autoregressive models for lattice thermodynamics
Xiaochen Du, Sulin Liu, Rafael Gomez-Bombarelli
Poster
Using Large Language Models to Automate Code Generation for PDE Solvers
Haoyang Wu, Lailai Zhu
Poster