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Upon the Earth
plants and animals have grown sensitive to the cycle of
day and night,
darkness and
light, to the seasonally
cyclic nature of solar radiation and to
daily and monthly gravitational variations forged by the
moon.
"Neural networks are
usually trained to approximate functions between inputs and outputs defined in
Euclidean space.
Researchers decided to
define the inputs and outputs in Fourier space.
The motion of air can
be described as a combination of wave frequencies, says Anima Anandkumar, a
Caltech professor who oversaw the research alongside her colleagues, professors
Andrew Stuart and Kaushik Bhattacharya.
The
general direction of the wind at a
macro level is like a low frequency with very long, lethargic waves, while
the little eddies that form at the micro level are like high frequencies with
very short and rapid ones.
It is far easier to approximate a Fourier
function in Fourier space than to wrangle with PDEs in Euclidean space, which
simplifies neural network calcs.
Cue major accuracy
and efficiency gains: in addition to its huge speed
advantage over traditional methods, their technique achieves a 30% lower
error rate when solving Navier-Stokes than previous deep-learning
methods."
AI
has cracked a key mathematical puzzle
"In the study of energy systems, there always appears three
elementary concepts.
These are potential energy, kinetic energy, and
energy dissipation.
Corresponding to these concepts, there are three
idealized, essentially pure physical counterparts called passive components.
In the science of physical mechanics, the phenomenon of potential
energy is associated with a physical property called elasticity or stiffness,
and can be represented by a stretched spring.
In electronic science,
potential energy is stored in a capacitor instead of a spring.
This
property is called capacitance instead of elasticity or stiffness.
In
the science of physical mechanics, the phenomenon of kinetic energy is
associated with a physical property called inertia or mass, and can be
represented by a mass or a flywheel in motion.
In electronic science,
kinetic energy is stored in an inductor (in a magnetic field) instead of a
mass. This property is called inductance instead of inertia.
In the
science of physical mechanics, the phenomenon of energy dissipation is
associated with a physical property called friction or resistance, and can be
represented by a dashpot or other device which converts energy into heat.
In electronic science, dissipation of energy is performed by an element
called either a resistor or a conductor, the term "resistor" being the one
generally used to describe a more ideal device (e.g., wire) employed to convey
electronic energy efficiently from one location to another.
The
property of a resistance or conductor is measured as either resistance or
conductance reciprocals." - William Cooper
Insurance White Papers classify the
rollout of 5G and Smartcities as "High Risk."
late 1980's The first generation, Wi-Fi, of
handheld mobile phones are available for individual, private, customers in a
few countries.
The second (2G), third (3G), and fourth (4G, LTE)
generations increased their penetration rates in the society in a dramatic
way.
Today there are more devices than inhabitants of the Earth.
5G is an evolution of already existing G1 to G4 technologies.
Thermal biological effects of radiofrequency
electromagnetic fields occur
when the SAR values exceed a certain limit which causes a tissue heating of
1°C.
80% of all in vivo studies showed exposure-related
reactions.
Frequency Group 30.1–40 GHz
Described cell cycle
changes, induction of cell death and activation of differentiation processes in
primary cells.
Material Penetration Loss in 26 and 39GHz Millimeter Wave
Bands
Frequency Group 40.1–50 GHz
Cell biological and
morphological changes after exposure.
Frequency Group 60.1–65
GHz
T-cell system of the
immune system
activated and various other
immune system
relevant parameters affected.
Frequency Group 65.1–90
GHz
Inhibition of cell growth, accompanied by changes in cell
morphology.
In summary, the majority of studies with MMW exposures show
biological responses.
No in-depth conclusions can be drawn regarding
the biological and health effects of MMW exposures in the 6–100 GHz
frequency range.
The studies are very different and the total number of
studies is fairly low.
The reactions occur both in vivo and in vitro
and affect all biological endpoints.
5G
Wireless Communication and Health Effects
Cell towers should be
distanced from homes, daycare centers, schools, and places frequented by
pregnant women, men who wish to father healthy children, and the
young.
Limit RFR exposure in children under 16 years of age.
Evidence of developmental
problems with RFR exposure during pregnancy.
Provide adequate
precautionary guidance for the public to minimize potential health
risks.
Advise the public that texting and speaker mode are preferable to
holding cell phones to the ear.
Exposure limits should be based on
measurements of RFR levels related to biological effects.
Reduce
exposure to RFR from Wi-Fi-enabled devices such as baby monitors, wearable
devices, cell phones, tablets, etc.
Risks to Health and Well-Being From Radio-Frequency
Radiation
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