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43 Results
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Poster
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Wed 9:00 |
Spherical Channels for Modeling Atomic Interactions Larry Zitnick · Abhishek Das · Adeesh Kolluru · Janice Lan · Muhammed Shuaibi · Anuroop Sriram · Zachary Ulissi · Brandon Wood |
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Poster
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Thu 9:00 |
SAMURAI: Shape And Material from Unconstrained Real-world Arbitrary Image collections Mark Boss · Andreas Engelhardt · Abhishek Kar · Yuanzhen Li · Deqing Sun · Jonathan Barron · Hendrik PA Lensch · Varun Jampani |
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Poster
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Wed 14:00 |
Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material Properties Zeren Shui · Daniel Karls · Mingjian Wen · ilia Nikiforov · Ellad Tadmor · George Karypis |
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Poster
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Wed 14:00 |
Resolving the data ambiguity for periodic crystals Daniel Widdowson · Vitaliy Kurlin |
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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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Poster
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Shape, Light, and Material Decomposition from Images using Monte Carlo Rendering and Denoising Jon Hasselgren · Nikolai Hofmann · Jacob Munkberg |
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Workshop
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Graph Contrastive Learning for Materials Teddy Koker · Keegan Quigley · Will Spaeth · Nathan Frey · Lin Li |
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Workshop
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Multivariate Prediction Intervals for Random Forests Brendan Folie · Maxwell Hutchinson |
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Workshop
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Extracting Structural Motifs from Pair Distribution Function Data of Nanostructures using Explainable Machine Learning Andy S. Anker · Emil Thyge Skaaning Kjær · Mikkel Juelsholt · Troels Christiansen · Susanne Skjærvø · Mads Jørgensen · Innokenty Kantor · Daniel Sørensen · Simon J. L. Billinge · Raghavendra Selvan · Kirsten Jensen |
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Affinity Workshop
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DeepWear: Towards an Automated Textiles Materials Classification using a Taxonomy-based ML Approach Shu Zhong · Miriam Ribul · Youngjun Cho · Marianna Obrist |
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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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Poster
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Tue 9:00 |
Equivariant Networks for Crystal Structures Oumar Kaba · Siamak Ravanbakhsh |