Archive for the ‘mathematics’ category: Page 20

Nov 13, 2023

The Illusion of Understanding: MIT Unmasks the Myth of AI’s Formal Specifications

Posted by in categories: mathematics, robotics/AI

Some researchers see formal specifications as a way for autonomous systems to “explain themselves” to humans. But a new study finds that we aren’t understanding.

As autonomous systems and artificial intelligence become increasingly common in daily life, new methods are emerging to help humans check that these systems are behaving as expected. One method, called formal specifications, uses mathematical formulas that can be translated into natural-language expressions. Some researchers claim that this method can be used to spell out decisions an AI will make in a way that is interpretable to humans.

Research Findings on Interpretability.

Nov 10, 2023

In vivo ephaptic coupling allows memory network formation

Posted by in categories: genetics, mathematics, neuroscience

It is increasingly clear that memories are distributed across multiple brain areas. Such “engram complexes” are important features of memory formation and consolidation. Here, we test the hypothesis that engram complexes are formed in part by bioelectric fields that sculpt and guide the neural activity and tie together the areas that participate in engram complexes. Like the conductor of an orchestra, the fields influence each musician or neuron and orchestrate the output, the symphony. Our results use the theory of synergetics, machine learning, and data from a spatial delayed saccade task and provide evidence for in vivo ephaptic coupling in memory representations.

Nov 7, 2023

In the ‘Wild West’ of Geometry, Mathematicians Redefine the Sphere

Posted by in category: mathematics

High-dimensional spheres can have a much wider variety of structures than mathematicians thought possible.

Nov 6, 2023

Maths problem solved after stumping the world for nearly a century

Posted by in category: mathematics

Forget politics; if you want to divide a crowd, ask if anyone enjoys mathematics. But even the most maths-averse people may still be impressed by two researchers who have solved a problem that has been stuck in the same puzzling place since 1937.

Nov 5, 2023

Biophysicists Uncover Powerful Symmetries in Living Tissue

Posted by in categories: biological, mathematics

Julia Eckert, biophysicist at the University of Queensland, recently uncovered nested forms of symmetry in mammalian tissues. This work is bringing the powerful math of fluid dynamics to the messy world of biology.

After identifying interlocking symmetries in mammalian cells, scientists can describe some tissues as liquid crystals — an observation that lays the groundwork for a fluid-dynamic theory of how tissues move.

Nov 5, 2023

Isaac Asimov Predicts The Future In 1982. Was He Correct?

Posted by in categories: ethics, internet, law, mathematics, robotics/AI

Dr. Isaac Asimov was a prolific science fiction author, biochemist, and professor. He was best known for his works of science fiction and for his popular science essays. Born in Russia in 1920 and brought to the United States by his family as a young child, he went on to become one of the most influential figures in the world of speculative fiction. He wrote hundreds of books on a variety of topics, but he’s especially remembered for series like the “Foundation” series and the “Robot” series.
Asimov’s science fiction often dealt with themes and ideas that pertained to the future of humanity.

The “Foundation” series for example, introduced the idea of “psychohistory” – a mathematical way of predicting the future based on large population behaviors. While we don’t have psychohistory as described by Asimov, his works did reflect the belief that societies operate on understandable and potentially predictable principles.

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Nov 4, 2023

Will There Be A Nobel Prize For AI?

Posted by in categories: biotech/medical, chemistry, economics, mathematics, robotics/AI

The Nobel Awards Season just ended, with the “Oscars of Science” awarded to some of the world’s brightest minds. The entire science world was watching, and just like with the Oscars, there was an element of suspense, drama, envy, celebration, and happiness. Most of the Nobel Laureates are also phenomenal speakers and communicators with decades of teaching experience, and thousands of people across the world are glued to their monitors to hear their inspiring stories. The Nobel Prizes are awarded in Physics, Chemistry, Physiology or Medicine, Literature, Peace, and Economic Sciences. Unfortunately, there is no Nobel Prize for Computer Science, Mathematics, or Engineering. So, it seems like it… More.

While there is no Nobel Prize for AI, Jumper and Hassabis may be the frontrunners for a Nobel Prize in Chemistry for their discovery of AlphaFold.

Nov 3, 2023

UMBC Team Makes First-ever Observation Of A Virus Attaching To Another Virus: University Of Maryland, Baltimore County

Posted by in categories: biotech/medical, mathematics

In a paper published in the Journal of the International Society of Microbial Ecology, a UMBC team and colleagues from Washington University in St. Louis (WashU) describe the first observation of a satellite bacteriophage (a virus that infects bacterial cells) consistently attaching to a helper bacteriophage at its “neck”—where the capsid joins the tail of the virus.

In detailed electron microscopy images taken by Tagide deCarvalho, assistant director of the College of Natural and Mathematical Sciences core facilities and first author on the new paper, 80 percent (40 out of 50) helpers had a satellite bound at the neck. Some of those that did not had remnant satellite tendrils present at the neck. Erill, senior author on the paper, describes them as appearing like “bite marks.”

“When I saw it, I was like, ‘I can’t believe this,’” deCarvalho says. “No one has ever seen a bacteriophage—or any other virus—attach to another virus.”

Oct 28, 2023

New Math Shows When Solar Systems Become Unstable

Posted by in categories: mathematics, space

Now, in three papers that together exceed 150 pages, Guàrdia and two collaborators have proved for the first time that instability inevitably arises in a model of planets orbiting a sun.

“The result is really very spectacular,” said Gabriella Pinzari, a mathematical physicist at the University of Padua in Italy. “The authors proved a theorem that is one of the most beautiful theorems that one could prove.” It could also help explain why our solar system looks the way it does.

Oct 22, 2023

New 3D-printed tumor model enables faster, less expensive and less painful cancer treatment

Posted by in categories: bioprinting, biotech/medical, computing, mathematics

An international team of interdisciplinary researchers has successfully created a method for better 3D modeling of complex cancers. The University of Waterloo-based team combined cutting-edge bioprinting techniques with synthetic structures or microfluidic chips. The method will help lab researchers more accurately understand heterogeneous tumors: tumors with more than one kind of cancer cell, often dispersed in unpredictable patterns.

The research, “Controlled tumor heterogeneity in a co-culture system by 3D bio-printed tumor-on-chip model,” appears in Scientific Reports.

Traditionally, would biopsy a patient’s tumor, extract cells, and then grow them in flat petri dishes in a lab. “For 50 years, this was how biologists understood tumors,” said Nafiseh Moghimi, an post-doctoral researcher and the lead author of the study. “But a decade ago, repeated treatment failures in made scientists realize that a 2D model does not capture the real tumor structure inside the body.”

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