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Band Gap

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TitleStatusHype
MT-CGCNN: Integrating Crystal Graph Convolutional Neural Network with Multitask Learning for Material Property PredictionCode0
Deep-Learning Estimation of Band Gap with the Reading-Periodic-Table Method and Periodic Convolution LayerCode0
Band-gap regression with architecture-optimized message-passing neural networksCode0
Element selection for functional materials discovery by integrated machine learning of elemental contributions to propertiesCode0
Quantum Dot Solar cells—0
Radar Cross Section Reduction of Microstrip Patch Antenna using Metamaterial Techniques—0
Tunable electronic properties of germanene and two-dimensional group-III phosphides heterobilayers—0
Accurate predictive model of band gap with selected important features based on explainable machine learning—0
A Shared-Aperture Dual-Band sub-6 GHz and mmWave Reconfigurable Intelligent Surface With Independent Operation—0
Assessing data-driven predictions of band gap and electrical conductivity for transparent conducting materials—0
Capturing long-range interaction with reciprocal space neural network—0
CAST: Cross Attention based multimodal fusion of Structure and Text for materials property prediction—0
Conversion Efficiency of Strained Wurtzite ZnSnN2/InxGa1-xN Cylindrical Quantum Dot Solar Cell Under Influence of Built-in Electric Field—0
Curvature-informed multi-task learning for graph networks—0
Deep Neural Network for Phonon-Assisted Optical Spectra in Semiconductors—0
Design Topological Materials by Reinforcement Fine-Tuned Generative Model—0
Edge-based Tensor prediction via graph neural networks—0
Energy-GNoME: A Living Database of Selected Materials for Energy Applications—0
Engineering Effective Hamiltonians for Magnetic Resonance—0
Enhancing material property prediction with ensemble deep graph convolutional networks—0
Estimation of Electronic Band Gap Energy From Material Properties Using Machine Learning—0
Evaluating the Performance and Robustness of LLMs in Materials Science Q&A and Property Predictions—0
Graph Neural Network for Hamiltonian-Based Material Property Prediction—0
Graph Transformer Networks for Accurate Band Structure Prediction: An End-to-End Approach—0
AI-driven Inverse Design of Band-Tunable Mechanical Metastructures for Tailored Vibration Mitigation—0
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