Call For Papers

Topics include, but are not limited to:

AI-Driven Materials Discovery

  • Materials Informatics and Data-Driven Design
  • Machine Learning for Property Prediction
  • High-Throughput Computation and Screening
  • Inverse Design and Generative Models
  • Multi-scale Modeling with AI
  • Autonomous and Self-driving Laboratories

Advanced Energy Materials

  • Battery and Energy Storage Materials
  • Hydrogen Energy Materials
  • Catalysis and Photocatalysis
  • Carbon Capture and Utilization Materials
  • Nanomaterials for Energy Applications
  • AI for Energy Materials Design and Optimization

Intelligent Energy Systems

  • Smart Grid and Energy Optimization
  • Renewable Energy Forecasting (Wind, Solar)
  • AI in Energy Management Systems
  • Digital Twin of Energy Systems
  • Energy Storage System Modeling and Optimization
  • Multi-energy System Integration and Control

Sustainable Energy and Carbon Systems

  • Carbon Neutrality and Decarbonization Pathways
  • Energy–Environment–Economy Systems
  • Life Cycle Assessment (LCA)
  • Circular Economy and Resource Efficiency
  • Climate and Environmental Modeling
  • AI for Carbon Neutrality and Climate Modeling

Artificial Intelligence and Machine Learning Methods for Scientific Applications

  • Foundation Models and Large Language Models for Scientific Applications
  • Physics-Informed Machine Learning and Hybrid AI Modeling
  • Graph Neural Networks and Scientific Representation Learning
  • Generative AI for Inverse Design and Scientific Discovery
  • Reinforcement Learning for Optimization and Control
  • Explainable, Uncertainty-Aware and Efficient AI Methods

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