Showing posts with label tools. Show all posts
Showing posts with label tools. Show all posts

Friday, October 10, 2025

How to simulate the entire universe using a laptop?



“A new tool, Effort.jl, is revolutionizing cosmology by letting scientists analyze enormous datasets quickly and accurately on a simple laptop. (Artist’s concept). Credit: SciTechDaily.com” (ScitechDaily, Researchers Have Discovered a Way To Simulate the Universe – on a Laptop)

How to simulate the entire universe using a laptop? The answer lies in the accuracy the system employs. When we want to conduct. In a comprehensive analysis or simulation of the entire system, we must first select the scale at which we want to simulate it. If we want to make a simulation of the entire universe, we must begin with its smallest parts. In this case, we must only remember that the system's entirety is the sum of multiple subsystems. An atom, as an example, is the sum of electron shells and the nucleus. 

The nucleus of an atom is the sum of the protons and neutrons. And protons and neutrons are sums of quarks and gluons. We can make the simulation step by step. First, we can make a simulation of interactions. Between quarks and gluons. Then we can connect these simulations. Together with the proton and neutron interaction. 


And then we can make simulations. Of how electrons behave with each other and then how electron orbits interact with the atomic core. In this case, the system handles the entirety as modules. Each module handles each participant. The proton module involves the up and down quarks. Interaction with each other. This means that the system creates a mosaic where each participant of the structure is handled. Like an element. The system forms a bigger structure by connecting the smaller mosaic plates. The system makes a puzzle. Where each piece is a smaller-sized system. And together. Those smaller systems form a bigger entirety. 

If we want to calculate chemistry calculations. And to make simulations. Between molecules, we must not know quark interactions. We can choose the scale as atoms or atomic groups. To make simulations of their behaviors. In molecular-scale interactions. Those interactions happen in the farthest electron orbital. So we must not care. About the internal interactions of atoms. Removing. Unnecessary parts from the simulations. We can remove too high accuracy. 

That means we remove unnecessary parts of the system. If we want to drive from point A to point B. We want to know what route we choose. We don’t want to know what kind of houses or what kind of trees. Are in certain areas. We don’t need to know when every single person comes home. We must not know there is a free parking lot if we are on a transit journey. We need to know only which streets we select. This means the system must remove unnecessary information to make our work easier. So, the system gives only information. That we need. 


When we talk about accuracy. We can think that the system must control small points in the simulations. If we want to make a complete simulation of the universe and start from the quark-gluon levels, there are too many points that the system must handle.  We should begin those simulations from a much higher level. Like in the level of local galactic clusters. That means . We must make a model. Where the details in the entirety are lost. That allows us to handle things like galaxies as one point or entirety. 

If we want to simulate the interactions between galaxies. We must realize that there are billions of galaxies in the universe. That makes this type of simulation hard to make. There are billions of stars in each galaxy. And all giant spiral galaxies are following large groups of star clusters and dwarf galaxies. 

But it's possible to handle those systems as a whole. In that model. The system makes ball-shaped structures. There, it removes details. So the galaxies are like balls that interact with each other. But then there are still too many objects. That means we can make another crop. We can select certain galaxies whose interactions we can analyze. If we want to make a simulation. 

To determine how the Andromeda galaxy and the Milky Way will collide, we must calculate the route that those galaxies follow. There, we need to see the effect. The Magellanic Clouds affect that route. Calculating that three-body problem is possible, if we do not follow the highest accuracy. There is a possibility that Andromeda travels past the Milky Way. And then those galaxies start to orbit each other. Closing together. Then in the last stage, the supermassive black holes collide in the middle of the new galaxy. 

But if we want to make universe-scale simulations. We must use a different scale of accuracy. We must not calculate all electrons and each electron's trajectories. If we want to calculate things like how stars or interstellar nebulae behave. We must change the scale of accuracy. To make a large-scale simulation. We must understand that we can cut off atomic-scale objects. If we simulate large entireties. 

In universe-scale simulations, it's important. To determine the thing. What we want to simulate. If we want to simulate interactions between two galactic superclusters, we must not calculate the interactions of each single galaxy. We can think. That those galaxies and even local clusters are the entirety at the level of cosmic superclusters. We can think that. The superclusters are like balls. The giant entities where the local clusters form the mass centers. Or we can simply think. That they are like giant balls. That makes the simulation of the galactic superclusters' interactions easy. 


https://scitechdaily.com/researchers-have-discovered-a-way-to-simulate-the-universe-on-a-laptop/


Friday, September 12, 2025

New materials require new tools.

  New materials require new tools. 


"MIT physicists propose a “neutrino laser,” a quantum-driven burst of neutrinos that could revolutionize communication and medical technology. Credit: Jose-Luis Olivares, MIT; Adapted by SciTechDaily.com" (ScitechDaily, MIT Physicists Propose First-Ever “Neutrino Laser”)


New X-ray systems make it possible for researchers to observe. How electrons change their trajectories when they send photons. When molecules form, those systems can observe how atoms flip their electrons. Those systems really see atoms. They see when the atomic nucleus will turn around. In the atom. And the highly accurate photon beams can control those processes. The ability to see how chemical bonds form, and where electrons really are. Makes it possible to create new materials. 

The highly accurate systems can manipulate single electrons around atoms. And that makes it possible to create things like atom-sized quantum computers. These kinds of systems. Those connected with algorithms and quantum computers make it possible to create new types of small robots. Those robots are smaller than a cell, but high-power quantum computer technology gives them abilities. That can beat large-sized systems. 

The problem with the X-ray impulses is that they can destroy entire molecules. The accuracy of this ksystem, which breaks the entire protein molecule, is incredible. In medical use, that system can break down tumors and blood clots. The problem is how to aim those X-ray impulses at the desired point. The single X-ray radiation burst can terminate complex molecules. This can also make it possible to create systems that break unwanted molecules. Like carbon chains, fullerene, and graphene. Those things are harmful in nature. The system can stress those carbon atoms and make standing waves between atoms. And that can destroy carbon bonds. 




"Direct hit. A soft x-ray (white) hits a holmium atom (green). A photo-electron zooms off the holmium atom, which releases energy (purple) that jumps to the 80-carbon fullerene cage surrounding the holmium. The cage then also loses an electron. Credit: Razib Obaid/University of Connecticut" (ScitechDaily, A Single X-Ray Strike Is Enough to Destroy an Entire Molecule)


Researchers want to create the first neutrino laser. 


MIT physicists want to create the most incredible tool that humans have ever created. The simpler way is to trap neutrinos in the tank. And then shoot them forward using lasers as accelerators. Photons will bomb those neutrinos and make them move forward. That makes it possible to create new types of quantum communication tools. And if neutrinos can be put into superposition and entanglement. That gives new possibilities for quantum computing. 

But there is a possibility of using neutrinos to send electromagnetic radiation. Those kinds of systems are tools that can make new observation tools possible. 

They aim to develop a neutrino laser. The concept in that system is the same as in free-electron lasers. The system pumps energy into the neutrino cloud, and those particles will send energy beams, or photons, to make the beam. Those systems can be used to scan atoms with incredible accuracy. The system’s biggest problem is how to trap neutrinos, which are very weakly interacting particles. That trap can be made using laser beams that create an energy point. That doesn’t let those neutrinos get out. Then another laser or other electromagnetic radiation can send energy stress to those neutrinos. 

Another way to create a neutrino laser could be a system that traps neutrinos in graphene. And the system sends energy stress to those things. The neutrinos at the bottom of the fullerene tube send radiation forward, and the neutrinos. That is around that structure, which pumps radiation to a beam that travels through the nanotube.

The possibility of creating graphene, or other 2D material layers. That can trap neutrinos, making it possible to create a radar that can see atoms from a new perspective. In some ideas, the neutrino can be trapped in a photon. The photon forms the tensor that is used to send energy signals to the neutrino. And the neutrino sends its extra energy to that photon. The system senses changes in photon brightness. 


https://scitechdaily.com/a-single-x-ray-strike-is-enough-to-destroy-an-entire-molecule/


https://scitechdaily.com/illuminating-science-x-rays-visualize-how-one-of-natures-strongest-bonds-breaks/


https://scitechdaily.com/mit-physicists-propose-first-ever-neutrino-laser/


https://scitechdaily.com/its-its-own-new-thing-scientists-discover-new-state-of-quantum-matter/


https://scitechdaily.com/scientists-watch-an-atoms-nucleus-flip-in-real-time-for-the-first-time/


Sunday, August 10, 2025

MIT's new robot learned by watching.

MIT's new robot learned by watching. 



The new breakthrough in AI and robotics is a tool that can learn like humans. Those robots can look at the monitor and then learn and repeat those things. That means the robot is easier to teach, and no programming is needed. The ability to learn like humans makes robots more versatile. But the thing is that those robots are only one part of the AI-based tools. 

The robot can act as a medium that transmits data that it collects to the AI-central computers. And basically, the AI can learn things by using any camera system in the world. That gives the ultimate possibilities for the AI. If we think that the AI learns to drive, it's possible to use the robot as the medium. 

The robot sits in the classroom and drives a car following orders that the instructor gives. Then the system can transfer those models to the robot vehicles. Or, maybe the driver robot includes the service if somebody buys a robot car. The man-shaped robot can carry things like luggage to the car. And the same robot can wash the car and clean the house if its master wants. 

The problem with a human-shaped robot is that it can do the same things as a human. The human-shaped robots can learn things simply by looking at things on TV. That makes it possible to use the regular movies to train robots in civil and military actions. The thing is that the robot's shape must not look like a man, so that it learns things. The robot aircraft, or drone, or robot car can use the same methodology as a human-shaped robot to learn new tricks. 

Digital twins can make it easier to teach AIs. The digital twin can be the character that a person drives in computer game-type simulations. The digital twin can be the tool that helps to see how the system controls the real robot. The digital twin can also make it possible to advance reactions. That physical robots can face in their missions. The digital twin makes it possible for that system to advance AI. And test the AI and program's ability to respond to challenges. 

The AI can use things like aircraft or satellites to record maneuvers that potentially hostile actors make. Then the AI can drive those maneuvers in the digital simulation. Or simulate a battlefield and create counter-maneuvers to that thing. In the same way, the AI can collect data from the flight profiles of the aircraft, and then the system starts to create counter modes for that maneuver. This is the thing that makes the AI an effective tool in civil and military operations. 


https://www.rudebaguette.com/en/2025/08/that-robot-learned-just-by-being-watched-mits-terrifying-ai-builds-3d-control-map-from-video-alone-no-sensors-or-programming-needed/


https://scitechdaily.com/ai-twins-could-help-save-the-planet-but-only-if-we-fix-them-first/


The model of Hawking radiation. And black hole evaporation.

  A quasar emits exceptional amounts of energy generated by matter falling into a supermassive black hole. Credit: NASA, ESA, and J. Olmsted...