Artificial intelligence (AI) are increasingly being used to accelerate the discovery and design of new materials. These techniques can be applied to a wide range of materials, including soft matter and quantum matter, to predict their properties and behavior. AI-driven materials discovery has the potential to revolutionize the field of materials science, enabling the rapid development of new materials with tailored properties for specific applications. Some of the key applications of AI in materials science include materials informatics, high-throughput screening, and automated synthesis and characterization.
Research Groups
Chee Keong TAN
Semiconductor materials and devices.
Jinguo LIU
Quantum computing and reversible computing, Tensor networks, Automatic differentiation, Scientific computing softwares.
Zecheng GAN
Applied math, Computational electromagnetism and hydrodynamics, Computational materials science, Data-driven and machine learning methods.
Ping GAO
Polymer, Rheology of polymers, 2D Porous polymer films, Polymer membranes for biomedical, energy, environment and sensors, high-performance polymer fibers, films and composites, Nanocomposites.
Xiakun CHU
Theoretical and computational biophysics, Coarse-grained biomolecular model, Flexible biomolecular structure and function.
Xiaoxiao WU
Metamaterials and wave-matter interactions, Functional Metamaterials for EM and acoustic waves, Topological photonic and phononic metamaterials, Terahertz and sub-terahertz photonics
Haoxiang LI
Quantum materials, Strongly correlated systems, Topological electron, magnon and phonon systems, Superconductivity, Charge density wave, Quantum spin liquid.
Jun Wang
Conducting polymers and nanocomposites, Functional polymer foams and porous materials, Lightweight materials from 3D printing, Polymer upcycling.
Jiaying WU
Photon Energy Conversion, Photophysics, Device Physics, Charge Carrier Dynamics.
Rongfeng YUAN
Molecular dynamics, Electronic energy transport and conversion, Ultrafast spectroscopy and microscopy, Optoelectronic materials.
Peng CHEN
Experimental quantum information science, Quantum few-body system, Quantum optics, Artificial quantum materials, Ultracold physics, Nonlinear optics, Novel microscopy.
Yang HUANG
Surface functionalization of energy-related material and studies of its surface-interface effect, High energy density and dendrite-free aqueous battery for distributed energy storage system, High output power thermocell with gel electrolyte for low-grade heat harvesting.