The chairman of the conference’s organizing committee is the Director of IDSI, Prof. Paul Feigin from the Technion. “The conference will be attended by dozens of Technion lecturers and their colleagues from research universities in Israel, from public institutions and from companies,” he said. “The importance of a physical meeting lies in the need to build the data science community to include core researchers and researchers from satellite disciplines. Such a community will promote mutual and interdisciplinary exchange of ideas and lead to the informed and ethical use of data science for the benefit of society and industry.”

In recent years, there has been a leap in data science and artificial intelligence, and these are increasingly affecting all areas of life, including transportation, medicine, and education. It was against this backdrop that the national initiative was created in 2020. Established by the Council for Higher Education, the initiative promotes activity in these fields through collaborations within academia, between academia and industry, and between entities abroad. The international conference marks the first year of the program’s activities both nationally and internationally.

The conference deals with a wide range of topics, including computational learning, natural language processing (NLP), statistical learning, bioinformatics, AI and data science in education, computer vision, data science in biology, responsible AI and general welfare, and the mathematical basis for data sciences. The conference’s keynote lecturers are Prof. Yoav Freund and Prof. Trey Ideker from the University of California, San Diego; Prof. Bin Yu from Berkeley, and Prof. Ming Yuan from Columbia University. Alongside the rich professional program, which includes lectures and poster presentations, there will also be social activities, including gala evenings and excursions in and around the Dead Sea and Ein Gedi.

 

Link to the conference website

Link to IDSI website

The Technion – Israel Institute of Technology is undertaking the necessary preparations and safety measures in face of the coronavirus. This site provides ongoing updates, instructions, tools and additional valuable information concerning the issue:

https://emergency.technion.ac.il/en/

From the Terminator to Spiderman’s suit, self-repairing robots and devices abound in sci-fi movies. In reality, though, wear and tear reduce the effectiveness of electronic devices until they need to be replaced. What if the cracked screen of your mobile phone could heal itself overnight? Or, if the solar panels providing energy to satellites could self-repair the damage caused by micro-meteorites?

The field of self-repairing materials is rapidly expanding, and what used to be science fiction might soon become reality, thanks to Technion – Israel Institute of Technology scientists who developed eco-friendly nanocrystal semiconductors capable of self-healing. Their findings, recently published in Advanced Functional Materials, describe the process in which a group of materials called double perovskites display self-healing properties after being damaged by the radiation of an electron beam. The perovskites, first discovered in 1839, have recently garnered scientists’ attention due to unique electro-optical characteristics that make them highly efficient in energy conversion, despite inexpensive production. A special effort has been put into the use of lead-based perovskites in highly efficient solar cells.

The Technion research group of Prof. Yehonadav Bekenstein from the Faculty of Materials Sciences and Engineering and the Solid-State Institute at the Technion is searching for green alternatives to the toxic lead and is engineering lead-free perovskites. The team specializes in the synthesis of nano-scale crystals of new materials. By controlling the crystals’ composition, shape, and size, they change the material’s physical properties.

Group photo. L-R: Professor Yehonadav Bekenstein, Sasha Khalfin and Noam Veber Credit: Rami Shelush

Group photo. L-R: Prof. Yehonadav Bekenstein, Sasha Khalfin and Noam Veber Credit: Rami Shelush

Nanocrystals are the smallest material particles that remain naturally stable. Their size makes certain properties more pronounced and enables research approaches that would be impossible on larger crystals, such as imaging using electron microscopy to see how atoms in the materials move. This was, in fact, the method that enabled the discovery of self-repair in the lead-free perovskites.

The perovskite nanoparticles were produced in Prof. Bekenstein’s lab using a short, simple process that involves heating the material to 100°C for a few minutes. When Ph.D. students Sasha Khalfin and Noam Veber examined the particles using a transmission electron microscope, they discovered the exciting phenomenon. The high-voltage electron beam used by this type of microscope caused faults and holes in the nanocrystals. The researchers were then able to explore how these holes interact with the material surrounding them and how they move and transform within it.

They saw that the holes moved freely within the nanocrystal but avoided its edges. The researchers developed a code that analyzed dozens of videos made using the electron microscope to understand the movement dynamics within the crystal. They found that holes formed on the surface of the nanoparticles, and then moved to energetically stable areas inside. The reason for the holes’ movement inwards was hypothesized to be organic molecules coating the nanocrystals’ surface. Once these organic molecules were removed, the group discovered the crystal spontaneously ejected the holes to the surface and out, returning to its original pristine structure – in other words, the crustal repaired itself.

Electron microscopy images displaying the formation of the hole on the surface of the nanocrystal and its movement inwards. Credit: Bekenstein lab

Electron microscopy images displaying the formation of the hole on the surface of the nanocrystal and its movement inwards. Credit: Bekenstein lab

This discovery is an important step towards understanding the processes that enable perovskite nanoparticles to heal themselves and paves the way to their incorporation in solar panels and other electronic devices.

Prof. Yehonadav Bekenstein completed his degrees in physics and chemistry at the Hebrew University of Jerusalem. Following a postdoctoral fellowship at the University of California, Berkeley, he joined the Technion faculty in 2018. He has received multiple awards, including the Käte and Franz Wiener Prize (Excellent PhD Thesis Award), the Rothschild Fellowship for postdoctoral scholars, and the Alon Scholarship for the Integration of Outstanding Faculty. In 2020 he was awarded the ERC Starting Grant for early-career scientists.

For the article in Advanced Functional Materials click here

Electron microscopy video displaying the formation of the hole on the surface of the nanocrystal and its movement inwards: