Multimodal Foundation Models for Material Property Prediction and Discovery
Fuente:
arXiv
Guardado en:
| Autores principales: | Moro, Viggo, Loh, Charlotte, Dangovski, Rumen, Ghorashi, Ali, Ma, Andrew, Chen, Zhuo, Kim, Samuel, Lu, Peter Y., Christensen, Thomas, Soljačić, Marin |
|---|---|
| Formato: | Preprint |
| Publicado: |
2023
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Active learning for photonic crystals
por: Lopez, Ryan, et al.
Publicado: (2026)
por: Lopez, Ryan, et al.
Publicado: (2026)
QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation
por: Chen, Zhuo, et al.
Publicado: (2024)
por: Chen, Zhuo, et al.
Publicado: (2024)
OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step
por: Dugan, Owen, et al.
Publicado: (2024)
por: Dugan, Owen, et al.
Publicado: (2024)
QuACK: Accelerating Gradient-Based Quantum Optimization with Koopman Operator Learning
por: Luo, Di, et al.
Publicado: (2022)
por: Luo, Di, et al.
Publicado: (2022)
On a Novel Application of Wasserstein-Procrustes for Unsupervised Cross-Lingual Learning
por: Ramírez, Guillem, et al.
Publicado: (2020)
por: Ramírez, Guillem, et al.
Publicado: (2020)
Symbolic Learning of Topological Bands in Photonic Crystals
por: Ghorashi, Ali, et al.
Publicado: (2025)
por: Ghorashi, Ali, et al.
Publicado: (2025)
Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural Networks
por: Rugina, Ileana, et al.
Publicado: (2020)
por: Rugina, Ileana, et al.
Publicado: (2020)
Photonic probabilistic machine learning using quantum vacuum noise
por: Choi, Seou, et al.
Publicado: (2024)
por: Choi, Seou, et al.
Publicado: (2024)
Learning simple heuristic rules for classifying materials based on chemical composition
por: Ma, Andrew, et al.
Publicado: (2025)
por: Ma, Andrew, et al.
Publicado: (2025)
Alkali Intercalation of Moire Heterostructures for Low-Loss Plasmonics
por: Ghorashi, Ali, et al.
Publicado: (2025)
por: Ghorashi, Ali, et al.
Publicado: (2025)
Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics
por: Ma, Andrew, et al.
Publicado: (2025)
por: Ma, Andrew, et al.
Publicado: (2025)
TraversalBench: Challenging Paths to Follow for Vision Language Models
por: Petrova, Clara, et al.
Publicado: (2026)
por: Petrova, Clara, et al.
Publicado: (2026)
Solving Differential Equations with Constrained Learning
por: Moro, Viggo, et al.
Publicado: (2024)
por: Moro, Viggo, et al.
Publicado: (2024)
RIGHT STRATEGY, WRONG PLACE-WHY NATO'S COMPREHENSIVE APPROACH WILL FAIL IN AFGHANISTAN
por: Peter Viggo Jakobsen
Publicado: (2010)
por: Peter Viggo Jakobsen
Publicado: (2010)
A Comparative Analysis of LLM Adaptation: SFT, LoRA, and ICL in Data-Scarce Scenarios
por: Bohnet, Bernd, et al.
Publicado: (2025)
por: Bohnet, Bernd, et al.
Publicado: (2025)
Multimode amplitude squeezing through cascaded nonlinear optical processes
por: Pontula, Sahil, et al.
Publicado: (2024)
por: Pontula, Sahil, et al.
Publicado: (2024)
Essentially No Energy Barrier Between Independent Fermionic Neural Quantum State Minima
por: Dai, David D., et al.
Publicado: (2026)
por: Dai, David D., et al.
Publicado: (2026)
ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body Simulation
por: Chen, Zhuo, et al.
Publicado: (2023)
por: Chen, Zhuo, et al.
Publicado: (2023)
Topological Reality Switch: Towards Bulk-Boundary Selective Lasing
por: Ghorashi, Sayed Ali Akbar, et al.
Publicado: (2025)
por: Ghorashi, Sayed Ali Akbar, et al.
Publicado: (2025)
Dynamical Generation of Higher-order Spin-Orbit Couplings, Topology and Persistent Spin Texture in Light-Irradiated Altermagnets
por: Ghorashi, Sayed Ali Akbar, et al.
Publicado: (2025)
por: Ghorashi, Sayed Ali Akbar, et al.
Publicado: (2025)
Hidden Kondo lattice physics in single-orbital Hubbard models
por: Werner, Philipp, et al.
Publicado: (2024)
por: Werner, Philipp, et al.
Publicado: (2024)
TENG: Time-Evolving Natural Gradient for Solving PDEs With Deep Neural Nets Toward Machine Precision
por: Chen, Zhuo, et al.
Publicado: (2024)
por: Chen, Zhuo, et al.
Publicado: (2024)
A Multimodal Foundation Model of Spatial Transcriptomics and Histology for Biological Discovery and Clinical Prediction
por: Xiang, Jinxi, et al.
Publicado: (2026)
por: Xiang, Jinxi, et al.
Publicado: (2026)
Topic Modeling and Link-Prediction for Material Property Discovery
por: Barron, Ryan C., et al.
Publicado: (2025)
por: Barron, Ryan C., et al.
Publicado: (2025)
Reduction in the use of benzodiazepines and cyclopyrrolones in general practice
por: Viggo K. Jørgensen
Publicado: (2008)
por: Viggo K. Jørgensen
Publicado: (2008)
Desfazendo o eu acadêmico: performance crítica e a incerteza na prática do doutorado
por: Rumen Rachev
Publicado: (2018)
por: Rumen Rachev
Publicado: (2018)
Problems of the randomization test for AB designs
por: Rumen Manolov
Publicado: (2009)
por: Rumen Manolov
Publicado: (2009)
Reporting single-case design studies: Advice in relation to the designs’ methodological and analytical peculiarities
por: Rumen Manolov
Publicado: (2017)
por: Rumen Manolov
Publicado: (2017)
A discussion of alternatives for establishing empirical benchmarks for interpreting single-case effect sizes
por: Rumen Manolov
Publicado: (2016)
por: Rumen Manolov
Publicado: (2016)
L$^2$M: Mutual Information Scaling Law for Long-Context Language Modeling
por: Chen, Zhuo, et al.
Publicado: (2025)
por: Chen, Zhuo, et al.
Publicado: (2025)
Altermagnetism induced surface Chern insulator
por: Jiang, Xuance, et al.
Publicado: (2025)
por: Jiang, Xuance, et al.
Publicado: (2025)
Reducing the use of benzodiazepines and cyclopyrrolones in clinical practice
por: Viggo Rask Kragh Jorgensen
Publicado: (2006)
por: Viggo Rask Kragh Jorgensen
Publicado: (2006)
Majoranas with a twist: Tunable Majorana zero modes in altermagnetic heterostructures
por: Hadjipaschalis, Andreas, et al.
Publicado: (2025)
por: Hadjipaschalis, Andreas, et al.
Publicado: (2025)
Quantum geometry induced nonlinear transport in altermagnets
por: Fang, Yuan, et al.
Publicado: (2023)
por: Fang, Yuan, et al.
Publicado: (2023)
Weyl points on non-orientable manifolds
por: Fonseca, André Grossi, et al.
Publicado: (2023)
por: Fonseca, André Grossi, et al.
Publicado: (2023)
In context learning Foundation models for Materials Property Prediction with Small datasets
por: Li, Qinyang, et al.
Publicado: (2025)
por: Li, Qinyang, et al.
Publicado: (2025)
Noise immunity in quantum optical systems through non-Hermitian topology
por: Sloan, Jamison, et al.
Publicado: (2025)
por: Sloan, Jamison, et al.
Publicado: (2025)
Long-range entanglement and quantum correlations in a multi-frequency comb system
por: Pontula, Sahil, et al.
Publicado: (2025)
por: Pontula, Sahil, et al.
Publicado: (2025)
Topological quantum walk in synthetic non-Abelian gauge fields
por: Pang, Zehai, et al.
Publicado: (2024)
por: Pang, Zehai, et al.
Publicado: (2024)
Strong broadband intensity noise squeezing from near-infrared to terahertz frequencies in semiconductor lasers with nonlinear dissipation
por: Pontula, Sahil, et al.
Publicado: (2022)
por: Pontula, Sahil, et al.
Publicado: (2022)
Ejemplares similares
-
Active learning for photonic crystals
por: Lopez, Ryan, et al.
Publicado: (2026) -
QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation
por: Chen, Zhuo, et al.
Publicado: (2024) -
OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step
por: Dugan, Owen, et al.
Publicado: (2024) -
QuACK: Accelerating Gradient-Based Quantum Optimization with Koopman Operator Learning
por: Luo, Di, et al.
Publicado: (2022) -
On a Novel Application of Wasserstein-Procrustes for Unsupervised Cross-Lingual Learning
por: Ramírez, Guillem, et al.
Publicado: (2020)