Showing posts with label science. Show all posts
Showing posts with label science. Show all posts

Supercharging


The ultrafast charging, improved durability and stability of the Li-ion batteries is not just the requirement of the smart phone industry but its need is also highlighted by the situation of electric vehicles. Researchers at Rice University
have recently found that Lithium batteries operated on asphalt-nanoribbon anodes experience a ten - or twenty-fold rise in rate of charging. Another essential part of the development is that asphalt-derived carbon thwarted dendrite formation. Li-dendrites are mossy deposits which branch into the battery's electrolyte, and when allowed to grow long enough they short-circuit cathode and anode (the positive and negative terminals) leading to battery failure, burning or even explosion (remember the Samsung's Galaxy Note 7 phones case!). Even after 500 cycles of charging and discharging they displayed remarkable stability. That means that you can bring these batteries from zero charge to full charge in five minutes against the typical two hours or more needed by other batteries.

 Asphalt, generally known as blacktop pavement, is, in the technical sense, a viscous, semi-liquid hydrocarbon, that is one of the components of the paving material.


“A battery is really a bomb that releases its energy in a controlled way,” said Qichao Hu, a former researcher at Massachusetts Institute of Technology and founder of SolidEnergy Systems, a battery startup. A lot of players in the industry of battery are now endeavouring to achieve further compactness and durability, and cater to consumer demand. But some of the events in the past like explosions of Samsung's Galaxy Note 7 phone and in 2013, when some Li-ion batteries of the Boeing 787 system caught fire, forcing all members of the fleet to ground raised questions about the fundamental safety issues related with all batteries. It's known that chances of a battery explosion decreases as we get to higher energy density and faster charge. Also, lithium possesses the advantage of the lightest metal which needs least space for the same amount of energy. Since experts are divided on whether the potential of li-ion technology is beginning to saturate research towards safer batteries and alternate technologies is underway, with lithium metal batteries among others being explored.

“A battery is really a bomb that releases its energy in a controlled way,” said Qichao Hu, a former researcher at Massachusetts Institute of Technology and founder of SolidEnergy Systems, a battery startup. A lot of players in the industry of battery are now endeavoring to achieve further compactness and durability, and cater to consumer demand. But some of the events in the past like explosions of Samsung's Galaxy Note 7 phone and in 2013, when some Li-ion batteries of the Boeing 787 system caught fire, forcing all members of the fleet to ground raised questions about the fundamental safety issues related with all batteries. It's known that chances of a battery explosion decreases as we get to higher energy density and faster charge. Also, lithium possesses the advantage of the lightest metal which needs least space for the same amount of energy. Since experts are divided on whether the potential of li-ion technology is beginning to saturate research towards safer batteries and alternate technologies is underway, with lithium metal batteries among others being explored.


With the rising popularity and falling prices of the electric vehicles, a fast charging system is a must for further progress. Except Tesla no other company had worked towards setting up an adequate and fast charging infrastructure early enough. It takes EV's with Li-ion batteries 20-30 minutes to recharge even with the fast charging system, and achieve a range of 300-400 kilometers. Fuel-reliant cars however can fuel up within few minutes.


There have been several efforts towards fast charging from different groups before Rice University. The Israeli startup, StoreDot presented it's FlashBattery technology  for smartphones in 2015 and promised charging up to 100% in five minutes. It's expected to be ready in 2018. StoreDot also revealed an electric car battery that would take just five minutes to charge against Tesla's supercharging technology which takes 75 minutes with a range of 300 miles. Qualcomm’s Quick Charge 4 system was released in Nov, 2016 promising 5 of 5; at least 5 hours of battery life from 5 minutes of charging. It also offered a 0 to 50 percent charge in about 15 minutes or less. Others include a solid state battery using sulfide superionic conductors developed by Toyota scientists with improved stability and safety and a charge or discharge cycle of 7 minutes – an ideal candidate for cars and a scalable battery by MIT Scientists can charge to the maximum in just 6-minutes with improved durability. But Rice University's battery components low price is definitely an advantage. Hence it would be interesting to see which of these techs get commercially available first. 



Artificial Intelligence- A Highlight

Last month I attended a Seminar on Artificial Intelligence conducted by The Climber under Indian Youth Conclave held in Chennai. So here are some highlights and minutes of the seminar.

Image result for AI

So to start with let's define the topic first.

Artificial intelligence (AI, also machine intelligenceMI) is apparently intelligent behaviour by machines, rather than the natural intelligence (NI) of humans and other animals. In computer science, AI research is defined as the study of "intelligent agents": any device that perceives its environment and takes actions that maximize its chance of success at some goal. Colloquially, the term "artificial intelligence" is applied when a machine mimics "cognitive" functions that humans associate with other human minds, such as "learning" and "problem-solving".
In Simpler words, AI is nothing but a machine with common reasoning capabilities.


Things to keep in mind:

1. The growth in technology is exponential.

Image result for technological growth


2. Computation power doubles every 18 months.(Moore's Law)


Image result for Computation power doubles every 18 months.


Scenario before AI:

  • Navigation was done with the help of compass and maps.
  • Translations were done with the help of a dictionary.
  • Email folders were overloaded with spams.

What is AI?

  • Recreating something which can make a machine do human tasks.
  • Computers doing work which requires human intelligence.

Some Raw Applications:

  • NLP - Natural Language Processing
    • understanding human language as it is naturally spoken i.e. understanding instructions in English or any other Human understandable language.
  • Speech Processing -
    • Speech Recognition - Speech to text
    • Speech Synthesis - Text to Speech
  • Computer Vision -
    • image processing
    • face recognition
    • giving the computer an ability to see
  • Knowledge Representation -
    • possession of knowledge
    • making knowledge useful for humans
    • a good demonstration could be Wikidata - Wikidata is a free and open knowledge base that can be read and edited by both humans and machines. 
  • Machine Learning -
    • making a machine learn something through a process of trial and error.
    • learning through experiences and dataset synthesis.
  • Supervised Learning -
    • learning through algorithms which are capable of upgrading
    • closest path and most efficient algorithm
    • Answers and variables are already given, the computer just needs to work on the methods to devise questions.
  • Unsupervised Learning
    • When final answers are not given.
    • the data is clustered into groups so that some conclusion from the data could be drawn.
    • For ex- Recommendations from Amazon is unsupervised learning.
  • Deep Learning -
    • Working on some specific feature by the use of available counterparts
    • It's exactly same as human brain's functioning.
    • It consists of breaking information into smaller pieces layer by layer on neural network.
Image result for ai subfields

 

The scenario with AI:

  • gmail now filters up to 99% of spam emails.
  • Each and every gadget is AI factory.
  • Siri, Google Assitant, Alexa, Cortana all are AI based internet deduction applications.
  • Google Translate made it really easy to translate text just by typing or clicking a pic too.
  • Amazon Recommendations are based on AI grouping.
  • Chess, Go, Othello, Backgammon, etc. are now based on an AI-powered engine developed by Google DeepMind
.

AI vs Jobs:

  • depending upon different fields influence of AI on jobs can be felt.
  • Will Robots Take My Job?- This website predicts the job security based on recent trends in AI influencing your job.
  • Some recent AI takeovers:
    • Robotic warehouses allow Amazon to offer super-fast shipping.
    • Multiple companies are using drones for delivery.
    • Robot authors novel in Japanese Novel Writing Competition.
    • Sunspring- A short movie entirely scripted by AI.
    • Robotic Lawyers overturned 160000 parking tickets already in opposition to Equifacts SSN security breach.
    • Self-driving cars.
    • More than 50% trade in the US is done by AI. So it is not wrong to say that the Economy of the world is powered by AI.
  • MAR/IO
    • Mar/Io is AI played version of the classic Mario. It is entirely based on predictions by an AI
    • Here is the Video.

Future Scenario with AI:

We are at the Edge of change comparable to the rise of Human Life on Earth

       1. The Law of Acceleration Returns:
    • A revolution like the Industrial revolution is coming back.
    •  The Law states Business Insider
       2. Death level of Progress:
    • It's basically the limit of human sustenance at sight of technological advancement.
    • For ex - If a person from Industrial Revolution will see today's Technology he/she would be so amused that they would die of shock whereas if any person from early 1960s will see today's technology he/she won't die out of amusement.
    • It is basically a time period in which people will die out of amusement due to technology.
    • Next 20 years are very crucial. 
    • It is estimated that the Death Level would come down to few weeks.
       3. Some future Advancements in developing stages:
    • 2D to 3D conversions.
    • Image Captioning (See this)
    • Face Hallucination (See this)
    • Image Style Transfer - Applications like Prisma and others for enhancing photographs using AI. (See this
    • Image Colorization - colouring black and white photos using a neural network and deep learning. (Try it)
    • Computer Programming.
       4. AI Caliber
    • Artificial Narrow Intelligence
      • Not much Machine and Deep learning involved. (See this)
    • Artificial General Intelligence 
      • Includes hardcore Deep Learning specific to the field (See this)
    • Artificial Super Intelligence
      • High-end algorithm processing tendency (See this)
    • Neuralink
      • An Elon Musk company targeting controlling computers just with brainwaves by inserting a bionic chip inside the brain. (Neuralink)

Some Fun facts regarding AI:

  • We consider AI as not even intelligent than chimp but in reality, AI has surpassed even Einstein.
  • AI will either cause Human extinction or make humans immortal.

Some unattainable AI responses yet:

  • Emotional stability.
  • Imparting knowledge about good and bad.
  • Surety for human welfare.
  • Self-improving AI at large scale.
  • Rogue AI rectification.

At last, I would like to leave you all with some unanswered question...

  1. Can AI be a Darwinian Error?
  2. Will AI never overpower humans in spite of being superior to humans?
  3. Can we tackle rogue AI?
  4. Is AI threatening justified?




I Believe In Ghosts

A quick search on the internet would return the definition of
Ghost as “The image of a dead thing which appears to be living”. Although many deny its existence I believe in it.


Okay, So you don’t believe in it?
How about I make you to?
How about I convince you that you have seen one?
Despite the years of research there is no scientific evidence on ghosts because from the beginning we were looking in the wrong direction. Ghost can’t be found in graveyards, abandoned houses or eerie jungles. We need to turn our gaze upwards, towards the stars to see one.  


Confused?
Let me put an end to your confusion.
The closest star to Earth next to Sun is the Alpha Centauri which is around 93 million miles away. Light takes 4 years to reach Earth from Alpha Centauri. 

Earths Neighbor Stars

Now think about other stars, the light from these stars may take anywhere between 6 years to 16,308 years (For the farthest known observable star V762 Cas in Cassiopeia). 
Cassiopeia Galaxy

Now it might be very well possible that by the time the light from these stars reach Earth, the star may already have ran out of it’s fuel and already died giving off a spectacular supernova. 
A supernova

So what we observe is a dead star which doesn’t exist in physical world and yet we see it. Doesn’t that make it a Ghost?
You are able to see something long dead.
I now hope, you too believe in ghosts, for now you know
you have seen one! 

Intuition and Business

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