CrysMMNet: Multimodal Representation for Crystal Property Prediction

CrysMMNet: Multimodal Representation for Crystal Property Prediction

Conference on Uncertainty in Artificial Intelligence (UAI), 2023

9 June 2023

Seung-Cheol Lee

S. Bhattacharjee

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Papers citing "CrysMMNet: Multimodal Representation for Crystal Property Prediction"

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Title
LLM Meets Diffusion: A Hybrid Framework for Crystal Material Generation Subhojyoti Khastagir Kishalay Das Pawan Goyal Seung-Cheol Lee S. Bhattacharjee Niloy Ganguly 100 1 0 27 Oct 2025
Text Takes Over: A Study of Modality Bias in Multimodal Intent Detection Ankan Mullick Saransh Sharma Abhik Jana Pawan Goyal 180 1 0 22 Aug 2025
Artificial Intelligence and Generative Models for Materials Discovery -- A Review Albertus Denny Handoko Riko I Made AI4CE 132 5 0 05 Aug 2025
MatTools: Benchmarking Large Language Models for Materials Science Tools Siyu Liu Jiamin Xu Beilin Ye Bo Hu David J. Srolovitz Tongqi Wen 145 2 0 16 May 2025
MatMMFuse: Multi-Modal Fusion model for Material Property Prediction Abhiroop Bhattacharya Sylvain G. Cloutier AI4CE 150 1 0 30 Apr 2025
Periodic Materials Generation using Text-Guided Joint Diffusion ModelInternational Conference on Learning Representations (ICLR), 2025 Kishalay Das Subhojyoti Khastagir Pawan Goyal Seung-Cheol Lee S. Bhattacharjee Niloy Ganguly DiffM 198 9 0 01 Mar 2025
MoMa: A Modular Deep Learning Framework for Material Property Prediction Botian Wang Y. Ouyang Yaohui Li Longji Xu Haorui Cui Jianbing Zhang Xiaonan Wang Wei-Ying Ma Hao Zhou 276 1 0 21 Feb 2025
LLM4Mat-Bench: Benchmarking Large Language Models for Materials Property Prediction Andre Niyongabo Rubungo Kangming Li Jason Hattrick-Simpers Adji Bousso Dieng 327 22 0 31 Oct 2024
M $^2$ Hub: Unlocking the Potential of Machine Learning for Materials DiscoveryNeural Information Processing Systems (NeurIPS), 2023 Yuanqi Du Yingheng Wang Yin-Hua Huang Jianan Canal Li Yanqiao Zhu T. Xie Chenru Duan J. Gregoire Daniel Schwalbe-Koda 159 11 0 14 Jun 2023
Benchmarking Graph Neural NetworksJournal of machine learning research (JMLR), 2023 Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 1.3K 1,091 0 02 Mar 2020