Materials Engineering and Design
Applications of LLMs in materials science, crystal structure analysis, and materials synthesis for engineering applications
Materials Engineering and Design
Research on Large Language Models in Materials Engineering and Design
Bridging Materials Science and Language
AI-driven crystal design through multimodal learning
AI-Driven Materials Discovery
Automating synthesis with expert-level LLMs and large-scale datasets
AlloyGAN: Revolutionizing Materials Design
How LLMs and GANs Are Transforming Engineering Materials Discovery
AI-Powered Materials Discovery
Leveraging LLMs for Chemical Search and Materials Design
ML-Powered Chemical Reaction Yield Prediction
Leveraging NLP Techniques for Better Chemical Process Outcomes
Unlocking Crystal Structures with AI
How LLMs can generate stable crystal structures without specialized training
Revolutionizing Materials Discovery with LLMs
A multimodal approach combining text and molecular data for better material property prediction
Overcoming Data Scarcity with LLMs
How Large Language Models are transforming materials engineering
AI-Powered Catalyst Discovery
Leveraging LLMs to accelerate catalyst design for clean hydrogen production
Foundation Models for Atomic Simulation
Scaling LLM approaches to revolutionize materials science
Harnessing LLMs for Materials Science Discovery
Using AI to uncover causal relationships in complex materials
OmniScience: Specialized AI for Scientific Discovery
A domain-specialized LLM advancing scientific reasoning across disciplines
CrossMatAgent: AI-Powered Metamaterial Innovation
Accelerating design through multi-agent LLM and generative AI integration
Enhancing Polymer Prediction with LLMs
Combining language models with molecular structures for better materials science
Advancing Polymer Science with AI
A standardized database for polymer informatics and machine learning
MatAgent: AI-Powered Materials Engineering
Accelerating inorganic materials discovery with LLM-based reasoning
Reinforcement Learning Transforms Materials Design
AI-powered discovery of stable, high-performance materials
Unlocking Materials Science with AI
Fine-tuning LLMs to extract critical materials relationships
