Evaluating the Performance and Robustness of LLMs in Materials Science Q&A and Property Predictions

Ähnliche Einträge

• LLM4Mat-Bench: Benchmarking Large Language Models for Materials Property Prediction
  von: Rubungo, Andre Niyongabo, et al.
  Veröffentlicht: (2024)
• Training-Free Active Learning Framework in Materials Science with Large Language Models
  von: Wang, Hongchen, et al.
  Veröffentlicht: (2025)
• Reproducibility in Computational Materials Science: Lessons from 'A General-Purpose Machine Learning Framework for Predicting Properties of Inorganic Materials'
  von: Persaud, Daniel, et al.
  Veröffentlicht: (2023)
• Building informative materials datasets beyond targeted objectives
  von: Castañeda, Rafael Espinosa, et al.
  Veröffentlicht: (2026)
• When Active Learning Fails, Uncalibrated Out of Distribution Uncertainty Quantification Might Be the Problem
  von: Dale, Ashley S., et al.
  Veröffentlicht: (2025)