联系我们
意见反馈

关注公众号

获得最新科研资讯

Menghao Yang Research Group

Intro block Computational Material Science Group at Tongji University

Share
Introduction to the laboratory

The Computational Materials Science Group at Tongji University was established by Dr. Menghao Yang. We are committed to combining traditional computational materials science with emerging artificial intelligence, overcoming the limitation that the original theoretical model cannot truly describe the solid-solid interface mechanisms in solid-state metal batteries, taking the lead in establishing a large-scale atomic model combined with experimental verification methods for an in-depth research, and providing guidances for the design and development of new materials. We have close cooperation with Tsinghua University, Stanford University, University of Maryland, Technische Universität Darmstadt, Basque Center for Applied Mathematics, etc.

Research Interests:

1. Interfacial Atomistic Mechanism of Metal Stripping and Plating in Solid-State Batteries

2. Li-ion Diffusion Behavior and Li-solvation Structure Analysis in Lithium Metal Batteries

3. High-throughput Screening of Cathode and Electrolyte Materials by Developing Machine Learning Models

4. Atomistic Structure and Transport Behavior of Droplet Interface Bilayers

5. Structural Stability and Stress Distribution of High-Entropy Metal Oxides

We are hiring!

Job advertisements: Multiple master, PhD, postdoc and research associate positions at Tongji University, Shanghai.

Interfacial Atomistic Mechanisms of Lithium Metal Stripping and Plating in Solid-State Batteries

All-solid-state batteries based on a Li metal anode represent a promising next-generation energy storage system, but are currently limited by low current density and short cycle life. Further research to improve the Li metal anode is impeded by the lack of understanding in its failure mechanisms at lithium–solid interfaces, in particular, the fundamental atomistic processes responsible for interface failure. Here, using large-scale molecular dynamics simulations, the first atomistic modeling study of lithium stripping and plating on a solid electrolyte is performed by explicitly considering key fundamental atomistic processes and interface atomistic structures. In the simulations, the interface failure initiated with the formation of nano-sized pores, and how interface structures, lithium diffusion, adhesion energy, and applied pressure affect interface failure during Li cycling are observed. By systematically varying the parameters of solid-state lithium cells in the simulations, the parameter space of applied pressures and interfacial adhesion energies that inhibit interface failure during cycling are mapped to guide selection of solid-state cells. This study establishes the atomistic modeling for Li stripping and plating, and predicts optimal solid interfaces and new strategies for the future research and development of solid-state Li-metal batteries.

Publication: M. H. Yang, Y. S. Liu, A. M. Nolan, Y. F. Mo, Interfacial Atomistic Mechanisms of Lithium Metal Stripping and Plating in Solid‐State Batteries. Adv. Mater., 33, 2008081 (2021).

 

Interfacial Defect of Lithium Metal in Solid-State Batteries

All-solid-state battery with Li metal anode is a promising rechargeable battery technology with high energy density and improved safety. Currently, the application of Li metal anode is plagued by the failure at the interfaces between lithium metal and solid electrolyte (SE). However, little is known about the defects at Li–SE interfaces and their effects on Li cycling, impeding further improvement of Li metal anodes. Herein, by performing large-scale atomistic modeling of Li metal interfaces with common SEs, we discover that lithium metal forms an interfacial defect layer of nanometer- thin disordered lithium at the Li–SE interfaces. This interfacial defect Li layer is highly detrimental, leading to interfacial failure such as pore formation and contact loss during Li stripping. By systematically studying and comparing incoher- ent, coherent, and semi-coherent Li–SE interfaces, we find that the interface with good lattice coherence has reduced Li defects at the interface and has suppressed interfacial failure during Li cycling. Our finding discovered the critical roles of atomistic lithium defects at interfaces for the interfacial failure of Li metal anode, and motivates future atomistic-level interfacial engineering for Li metal anode in solid-state batteries.

Publication: M. H. Yang, Y. F. Mo, Interfacial defect of lithium metal in solid-state batteries. Angew. Chem. Int. Ed., 60, 2-10 (2021).

Lithium Crystallization at Solid Interfaces

Understanding the electrochemical deposition of metal anodes is critical for high-energy rechargeable batteries, among which solid-state lithium metal batteries have attracted extensive interests. A long-standing open question is how electrochemically deposited lithium-ions at the interfaces with the solid-electrolytes crystalize into lithium metal. Here, using large-scale molecular dynamics simulations, we study and reveal the atomistic pathways and energy barriers of lithium crystallization at the solid interfaces. In contrast to the conventional understanding, lithium crystallization takes multi-step pathways mediated by interfacial lithium atoms with disordered and random-closed-packed configurations as intermediate steps, which give rise to the energy barrier of crystallization. This understanding of multi-step crystallization pathways extends the applicability of Ostwald’s step rule to interfacial atom states, and enables a rational strategy for lower-barrier crystallization by promoting favorable interfacial atom states as intermediate steps through interfacial engineering. Our findings open rationally guided avenues of interfacial engineering for facilitating the crystallization in metal electrodes for solid-state batteries and can be generally applicable for fast crystal growth.

Publication: M. H. Yang, Y. S. Liu, Y. F. Mo, Lithium Crystallization at Solid Interfaces. Nat. Commun., 14, 2986 (2023).

visits:678