Using Robotics and Artificial Intelligence to Discover and Design Advanced Perovskite Solar Cells, Radiation Detectors and Sensors (PDH*)

Mashid Ahmadi
 

Dr. Mashid Ahmadi 

 Assistant Professor

Department of Materials Science and Engineering

Tickle College of Engineering

University of Tennessee, Knoxville 

Monday, July 11, 2022

 

Solar energy is one of the most promising renewable energy sources. Research and development of solar cells have gained more value. Recent development in some novel materials has opened possibilities for the production of low-cost and highly efficient solar cells. One such materials system is hybrid organic-inorganic metal halide perovskites.

In recent years, the power conversion efficiency (PCE) of metal halide perovskites (MHP) solar cells have been rapidly improved with PCEs exceeding 25.5% for a single-junction solar cell. Beyond photovoltaic applications, the development of these materials for other applications such as light-emitting diodes (LEDs) photodetectors, and ionizing radiation sensors has been remarkable thanks to their unique optoelectronic properties.

The key remaining challenges blocking widespread application of these materials are their chemical instability and environmental sensitivity. In this talk I will discuss the use of automated laboratory robotics and the use of artificial intelligence/machine learning (AI/ML) to accelerate the discovery and design of compositions and materials processing toward optimized properties including stability of intrinsic materials for solar cells and other applications.

 
Professor Ahmadi graduated with a B.S. (2004) and M.S. (2007) in Materials Science and Industrial Metallurgy from Shiraz University, Iran. She received her Ph.D. in Materials Science and Engineering from Nanyang Technological University, Singapore in 2013 with a focus on the development of low-cost materials for energy applications.
 
Prior to joining UTK, she worked as a research and technology consultant in a start-up solar cell company in Dallas Texas.
 
She is a recipient of the US National Science Foundation Early Career Development Award in 2021, Alfred Sloan Research Fellow in 2022 and UTK-MSE Excellence in Research Award.
 
Her research interests lie in the field of high throughput semi-automating synthesis and characterization of metal halide perovskites and the study of the electronic and ionic transport properties of metal halide perovskites and the application of perovskites for solar cells, radiation detectors and other sensors.
 

* This meeting is offered as a professional development hour for Tennessee-licensed engineers and architects.

The presentation meets the TN State Board of Architectural and Engineering Examiners’ continuing education requirements. It will consist of at least 50 minutes of prepared presentation with discussion reserved for the time after the meeting. TSK does not guarantee approval, but strictly meets the Board-specified requirements and issues a certificate of attendance.

The State Board does not pre-approve such hours. It is the responsibility of each PE or architect to determine whether the topic conduces to proficiency in her or his field of professional practice.

 
For more information contact the secretary, Wayne Loveday, This email address is being protected from spambots. You need JavaScript enabled to view it. or 865-679-9854.