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12 Results
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Workshop
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Towards Creating Benchmark Datasets of Universal Neural Network Potential for Material Discovery So Takamoto · Chikashi Shinagawa · Nontawat Charoenphakdee |
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Workshop
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Critical Temperature Prediction of Superconductors Based on Machine Learning: A Short Review Juntao Jiang · Renjun Xu |
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Workshop
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Fri 13:30 |
Robust design of semi-automated clustering models for 4D-STEM datasets Alexandra Bruefach · Colin Ophus · Mary Scott |
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Workshop
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Fri 8:40 |
Accelerating the Discovery of Rare Materials with Bounded Optimization Techniques Alexander E. Siemenn · zekun ren · Qianxiao Li · Tonio Buonassisi |
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Workshop
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Autonomous Materials Discovery for Organic Photovoltaics Changhyun Hwang · Seungjoo Yi · David Friday · Nicholas Angello · Tiara Torres-Flores · Nick Jackson · Martin Burke · Charles Schroeder · Ying Diao |
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Poster
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Thu 9:00 |
Periodic Graph Transformers for Crystal Material Property Prediction Keqiang Yan · Yi Liu · Yuchao Lin · Shuiwang Ji |
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Workshop
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PhAST: Physics-Aware, Scalable, and Task-specific GNNs for accelerated catalyst design ALEXANDRE DUVAL · Victor Schmidt · Alex Hernandez-Garcia · Santiago Miret · Yoshua Bengio · David Rolnick |
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Workshop
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Fri 13:40 |
A Survey on Evaluation Metrics for Synthetic Material Micro-Structure Images from Generative Models Devesh Shah · Anirudh Suresh · Alemayehu Solomon Admasu · devesh upadhyay · Kalyanmoy Deb |
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Workshop
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Interdisciplinary Discovery of Nanomaterials Based on Convolutional Neural Networks Tong Xie · Yuwei Wan · Weijian Li · Qingyuan Linghu · Shaozhou Wang · Yalun Cai · Chunyu Kit · Han Liu · Clara Grazian · Bram Hoex |
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Workshop
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Sat 11:15 |
Invited talk: E. Doğuş Çubuk, "Scaling up material discovery via deep learning" Ekin Dogus Cubuk · Siddharth Mishra-Sharma |
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Workshop
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Fri 13:50 |
Experimental platform and digital twin for AI-driven materials optimization and discovery for microelectronics using atomic layer deposition Angel Yanguas-Gil · Steve Letourneau · Noah Paulson · Jeffrey Elam |
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Workshop
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Toward Human-AI Co-creation to Accelerate Material Discovery Dmitry Zubarev · Carlos Raoni Mendes · Emilio Vital Brazil · Renato Cerqueira · Kristin Schmidt · Vinicius Segura · Juliana Ferreira · Daniel Sanders |