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Multimodal Foundation Models for Material Property Prediction and Discovery

Multimodal Foundation Models for Material Property Prediction and Discovery

13 March 2025
Viggo Moro
Charlotte Loh
Rumen Dangovski
A. Ghorashi
Andrew Ma
Zhuo Chen
Samuel Kim
Peter Y. Lu
Thomas Christensen
M. Soljavcić
    AI4CE
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Papers citing "Multimodal Foundation Models for Material Property Prediction and Discovery"

3 / 3 papers shown
Title
Efficient Approximations of Complete Interatomic Potentials for Crystal
  Property Prediction
Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction
Yu-Ching Lin
Keqiang Yan
Youzhi Luo
Yi Liu
Xiaoning Qian
Shuiwang Ji
55
20
0
12 Jun 2023
Periodic Graph Transformers for Crystal Material Property Prediction
Periodic Graph Transformers for Crystal Material Property Prediction
Keqiang Yan
Yi Liu
Yu-Ching Lin
Shuiwang Ji
AI4TS
55
58
0
23 Sep 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified
  Vision-Language Understanding and Generation
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
Junnan Li
Dongxu Li
Caiming Xiong
S. Hoi
MLLM
BDL
VLM
CLIP
359
2,713
0
28 Jan 2022
1