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14 Results
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Workshop
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Scalable physics-guided data-driven component model reduction for Stokes flow Kevin Chung · Youngsoo Choi · Pratanu Roy · Thomas Moore · Thomas Roy · Tiras Y. Lin · Sarah Baker |
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Paper 9: Angel: A New Generation Tool for Learning Material based Questions and Answers Ariel Blobstein · Daniel Izmaylov · Tal Yifat · Michal Levy · Avi Segal · Avi Segal |
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Tokenizer Effect on Functional Material Prediction: Investigating Contextual Word Embeddings for Knowledge Discovery Tong Xie · Yuwei Wan · Ke Lu · Wenjie Zhang · Chunyu Kit · Bram Hoex |
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Workshop
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A Generative Model for Accelerated Inverse Modelling Using a Novel Embedding for Continuous Variables Sébastien Bompas · Stefan Sandfeld |
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Workshop
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Fri 13:40 |
HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science Yu Song · Santiago Miret · Huan Zhang · Bang Liu |
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Workshop
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Fri 14:00 |
Scalable Diffusion for Materials Generation Sherry Yang · KwangHwan Cho · Amil Merchant · Pieter Abbeel · Dale Schuurmans · Igor Mordatch · Ekin Dogus Cubuk |
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Workshop
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Multi-modal Foundation Model for Material Design Seiji Takeda · Indra Priyadarsini S · Akihiro Kishimoto · Hajime Shinohara · Lisa Hamada · Hirose Masataka · Junta Fuchiwaki · Daiju Nakano |
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Workshop
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Fri 13:30 |
Fine-Tuned Language Models Generate Stable Inorganic Materials as Text Nate Gruver · Anuroop Sriram · Andrea Madotto · Andrew Wilson · Larry Zitnick · Zachary Ulissi |
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Workshop
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MatKG-2: Unveiling precise material science ontology through autonomous committees of LLMs Vineeth Venugopal · Elsa Olivetti |
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Workshop
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A Bayesian Approach to Designing Microstructures and Processing Pathways for Tailored Material Properties Adam Generale · Conlain Kelly · Grayson Harrington · Andreas Robertson · Michael Buzzy · Surya Kalidindi |
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Workshop
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Fri 7:40 |
MatSciML: A Broad, Multi-Task Benchmark for Solid-State Materials Modeling Kin Long Kelvin Lee · Carmelo Gonzales · Marcel Nassar · Matthew Spellings · Michael Galkin · Santiago Miret |
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Workshop
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On the importance of catalyst-adsorbate 3D interactions for relaxed energy predictions Alvaro Carbonero · ALEXANDRE DUVAL · Victor Schmidt · Santiago Miret · Alex Hernandez-Garcia · Yoshua Bengio · David Rolnick |