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11 Results
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Poster
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Fri 16:30 |
FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions Anuroop Sriram · Benjamin Miller · Ricky T. Q. Chen · Brandon Wood |
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Workshop
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Efficient Autoencoder Pipeline for Discovering High Entropy Alloys with Molecular Dynamics Data Amirhossein Naghdi Dorabati · Grzegorz Kaszuba · Stefanos Papanikolaou · Andrzej Jaszkiewicz · Piotr Sankowski |
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Workshop
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Deterministic global optimization for sample-efficient molecular design with generative machine learning Jan Rittig · Malte Franke · Alexander Mitsos |
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Workshop
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WyckoffTransformer: Generation of Symmetric Crystals Nikita Kazeev · Ruiming Zhu · Romanov Ignat · Andrey Ustyuzhanin · Shuya Yamazaki · Wei Nong · Kedar Hippalgaonkar |
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Workshop
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Seeing Inside Buildings: Leveraging Generative AI and Multimodal Data to Automate Building Material Audits Nikita Klimenko · James Stoddart · Lorenzo Villaggi · Dale Zhao |
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Poster
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Wed 11:00 |
Generative Hierarchical Materials Search Sherry Yang · Simon Batzner · Ruiqi Gao · Muratahan Aykol · Alexander Gaunt · Brendan C McMorrow · Danilo Jimenez Rezende · Dale Schuurmans · Igor Mordatch · Ekin Dogus Cubuk |
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Poster
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Thu 16:30 |
Meta 3D AssetGen: Text-to-Mesh Generation with High-Quality Geometry, Texture, and PBR Materials Yawar Siddiqui · Tom Monnier · Filippos Kokkinos · Mahendra Kariya · Yanir Kleiman · Emilien Garreau · Oran Gafni · Natalia Neverova · Andrea Vedaldi · Roman Shapovalov · David Novotny |
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Workshop
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MatExpert: Decomposing Materials Discovery By Mimicking Human Experts Qianggang Ding · Santiago Miret · Bang Liu |
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Workshop
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A Chemically-Guided Generative Diffusion Model for Materials Synthesis Planning Elton Pan · Soonhyoung Kwon · Sulin Liu · Mingrou Xie · Yifei Duan · Thorben Prein · Killian Sheriff · Yuriy Roman · Manuel Moliner · Rafael Gomez-Bombarelli · Elsa Olivetti |
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Workshop
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Sat 8:45 |
A Chemically-Guided Generative Diffusion Model for Materials Synthesis Planning Elton Pan · Soonhyoung Kwon · Sulin Liu · Mingrou Xie · Yifei Duan · Thorben Prein · Killian Sheriff · Yuriy Roman · Manuel Moliner · Rafael Gomez-Bombarelli · Elsa Olivetti |
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Poster
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Wed 11:00 |
Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation Keqiang Yan · Xiner Li · Hongyi Ling · Kenna Ashen · Carl Edwards · Raymundo Arroyave · Marinka Zitnik · Heng Ji · Xiaofeng Qian · Xiaoning Qian · Shuiwang Ji |