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Computer science and applied mathematics

Mouse, rabbit and human embryos (right to left) in the same developmental stage - gastrulation (days 8-7.5 of pregnancy in rabbits and mice and around day 18 of development in humans). At this stage the human, rabbit and other vertebrate embryos are almost flat disc-shaped, while the mouse embryo is elongated cylinder-shaped. The images of the mouse and rabbit embryos were created as part of the current study, the image of the human embryo is taken from a study published in 2021 (Richard CV Tyser et al. Single-cell transcriptomic characterization of a gastrulating human embryo. Nature 600: 285-289)

In the rabbit hole

The institute's scientists developed a method that allows real-time monitoring of the development of embryos at the beginning of their journey and applied it for the first time to rabbits. The comparison they made between embryonic development in rabbits and mice gave rise to answers to fascinating questions about the formation of humans
Odors may be measured by their distance from each other. Prof. Noam Sobel's laboratory, Weizmann Institute

The smell index: a new method makes it possible to accurately measure similarity between smells

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The development by Weizmann Institute of Science scientists makes it possible to predict what the smell of any molecular compound will be and may pave the way for the digitization and reproduction of smells
Regional map of average symptoms characterizing COVID-19. Shown are areas in different cities where there are at least 30 respondents, or neighborhoods with at least 10 respondents to the questionnaire. Each area is colored according to a category determined according to the average amount of symptoms reported by the respondents in that area. Green - low percentage of symptoms, red - high percentage of symptoms

One step before the spread of the virus

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Gestational diabetes. Illustration: shutterstock

An algorithm will allow early identification of the risk of developing gestational diabetes

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Intestinal bacteria. Photo: Eran Alinev's laboratory, Weizmann Institute

The intestinal bacteria may influence the development processes of ALS disease

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Dr. Oren Raz came up with an idea for a new way to circumvent the phase reconstruction problem: to combine two ultra-fast laser flashes and measure them together, so that the combination between the two would act as a hologram

The shape of the flash - how to measure a very fast phenomenon using a much slower detector

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Image 1: E.coli bacteria at 10,000x magnification. Image source: Agricultural Research Service, via Wikipedia.

Same bacteria - different effect

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Illustration: NVIDIA Corporation.

The computer also needs to pass a test

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In the figure: networks with a homogeneous structure (A) differ from heterogeneous networks (B) in their ability to adapt to changes through improvisation. In networks of the first type (homogeneous), each vertex affects a limited number of other vertices. As a result, chaotic dynamics are created and the search process (exploration) does not converge to a stable state. In the heterogeneous networks, on the other hand, some of the vertices (marked as large circles) affect large parts of the network and create dynamics leading to a steady state. Courtesy of the Technion.

The Improvising Cell: Researchers present a new model of biological adaptation to unexpected challenges

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Dr. Ohad Shamir. Complex skills. Photo: Weizmann Institute

Machines learn

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Right: Naama Kadmon Harpaz and Prof. Tamar Flesh. Uniform code for everyone

creative writing

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Figure 2: Match between two images. In the center: an array of possible comparison pairs between the two images. Below: the results of the algorithm that selects what it considers to be the "best matching pairs of points"

The real picture

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Prediction of gaze direction: the results of the algorithm (in red), compared to the results of two subjects (in green). The face photos (from top to bottom) are of Prof. Shimon Ullman, Daniel Harari, and Nimrod Dorfman

The Digital Baby Project

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From the right: Alina Molchedsky, Gilad Landan, Naomi Goldfinger, Dr. Zohar Mochmal, Prof. Verda Rutter, Netta Mendelson Cohen, Dr. Amos Tanai and Amir Bar. adolescence

Epigenetics: It all depends on education

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