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Jul 9, 2020

6 Dimensionality Reduction Algorithms With Python

Posted by in categories: information science, robotics/AI

Dimensionality reduction is an unsupervised learning technique.

Nevertheless, it can be used as a data transform pre-processing step for machine learning algorithms on classification and regression predictive modeling datasets with supervised learning algorithms.

There are many dimensionality reduction algorithms to choose from and no single best algorithm for all cases. Instead, it is a good idea to explore a range of dimensionality reduction algorithms and different configurations for each algorithm.

Jul 9, 2020

Spider silk made by photosynthetic bacteria

Posted by in categories: bioengineering, biotech/medical, solar power

Spiders produce amazingly strong and lightweight threads called draglines that are made from silk proteins. Although they can be used to manufacture a number of useful materials, getting enough of the protein is difficult because only a small amount can be produced by each tiny spider. In a new study published in Communications Biology, a research team led by Keiji Numata at the RIKEN Center for Sustainable Resource Science (CSRS) reported that they succeeded in producing the spider silk using photosynthetic bacteria. This study could open a new era in which photosynthetic bio-factories stably output the bulk of spider silk.

In addition to being tough and lightweight, silks derived from arthropod species are biodegradable and biocompatible. In particular, spider silk is ultra-lightweight and is as tough as steel. “Spider silk has the potential to be used in the manufacture of high-performance and durable materials such as tear-resistant clothing, automobile parts, and aerospace components,” explains Choon Pin Foong, who conducted this study. “Its biocompatibility makes it safe for use in biomedical applications such as drug delivery systems, implant devices, and scaffolds for tissue engineering.” Because only a trace amount can be obtained from one spider, and because breeding large numbers of spiders is difficult, attempts have been made to produce artificial spider silk in a variety of species.

The CSRS team focused on the marine photosynthetic bacterium Rhodovulum sulfidophilum. This bacterium is ideal for establishing a sustainable bio-factory because it grows in seawater, requires carbon dioxide and nitrogen in the atmosphere, and uses solar energy, all of which are abundant and inexhaustible.

Jul 9, 2020

Researchers create a mobile robot scientist that can work almost constantly

Posted by in category: robotics/AI

Soon will be 100 percent efficient.


Researchers from the University of Liverpool have built what they call an intelligent mobile robot scientist that’s able to work continuously nearly 24 hours a day and carry out experiments o…

Continue reading “Researchers create a mobile robot scientist that can work almost constantly” »

Jul 9, 2020

Rechargeable Water-cooled Air Conditioner

Posted by in category: futurism

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Jul 9, 2020

Neuralink progress update: what to know about Elon Musk’s major event

Posted by in categories: computing, Elon Musk, neuroscience

The brain-computer linkup firm, Neuralink, is set to reveal more about its progress toward its goals.

Jul 9, 2020

PacifiCorp Opens 4.3GW Renewables and Storage Procurement

Posted by in category: energy

The Berkshire Hathaway-owned utility’s largest-ever clean energy procurement opens up huge opportunities in Northwest and Rocky Mountain states.

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Jeff St. John

Jul 9, 2020

3D-printed Mars habitat

Posted by in categories: 3D printing, habitats, robotics/AI, space

AI SpaceFactory, a space architecture and technology design agency, recently won first prize in NASA’s competition to build a prototype Mars habitat.

Jul 9, 2020

President’s Council Targets AI, Quantum, STEM; Recommends Spending Growth

Posted by in categories: education, policy, quantum physics, robotics/AI

Last week the President Council of Advisors on Science and Technology (PCAST) met (webinar) to review policy recommendations around three sub-committee reports: 1) Industries of the Future (IotF), chaired be Dario Gil (director of research, IBM); 2) Meeting STEM Education and Workforce Needs, chaired by Catherine Bessant (CTO, Bank of America), and 3) New Models of Engagement for Federal/National Laboratories in the Multi-Sector R&D Enterprise, chaired by Dr. A.N. Sreeram (SVP, CTO, Dow Corp.)

Yesterday, the full report (Recommendations For Strengthening American Leadership In Industries Of The Future) was issued and it is fascinating and wide-ranging. To give you a sense of the scope, here are three highlights taken from the executive summary of the full report:

Jul 9, 2020

Researchers find safeguards for quantum communications

Posted by in categories: futurism, quantum physics

Army researchers developed a new way to protect and safeguard quantum information, moving quantum networks a step closer to reality.

Quantum information science is a rapidly growing interdisciplinary field exploring new ways of storing, manipulating and communicating information. Researchers want to create powerful computational capabilities using new hardware that operates on quantum physics principles.

For the Army, the new quantum paradigms could potentially lead to transformational capabilities in fast, efficient and secure collecting, exchanging and processing vast amounts of information on dynamic battlefields of the future.

Jul 9, 2020

US Army Lab finds safeguards for quantum communications

Posted by in categories: military, quantum physics

Researchers at the Army Research Laboratory have developed a new method to protect and safeguard quantum information, moving quantum networks a step closer to reality.

Quantum information science is a rapidly growing interdisciplinary field exploring new ways of storing, manipulating and communicating information. Researchers aim to create powerful computational capabilities using new hardware that operates on quantum physics principles.

For the army, these new quantum paradigms could potentially lead to transformational capabilities in fast, efficient and secure collecting, exchanging and processing vast amounts of information on dynamic battlefields in the future.