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BellState-QuantumEntanglement
BellState-QuantumEntanglement
 
 
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Latex
 
 
NATIONAL QUANTUM INITIATVE SUPPLEMENT TO THE PRESIDENT'S FY 2025 BUDGET-Malak Trabelsi Loeb - Expert in Tech & Law
NATIONAL QUANTUM INITIATVE SUPPLEMENT TO THE PRESIDENT'S FY 2025 BUDGET-Malak Trabelsi Loeb - Expert in Tech & Law
 
 
profile
profile
 
 
workflows'
workflows'
 
 
⚡️Brieefing_Material_Meeting_Director-Prof-Rooney-Coelho
⚡️Brieefing_Material_Meeting_Director-Prof-Rooney-Coelho
 
 
⚡️Sillycon_Valley_QUANTUM-SOFTWARE-DEVELOPMENT -STARTUP__Invite_Dir-Prof-Rooney-Coelho
⚡️Sillycon_Valley_QUANTUM-SOFTWARE-DEVELOPMENT -STARTUP__Invite_Dir-Prof-Rooney-Coelho
 
 
2310.20360v3.pdf
2310.20360v3.pdf
 
 
A Novel Hybrid Quantum LSTM for Fraud Detection.pdf
A Novel Hybrid Quantum LSTM for Fraud Detection.pdf
 
 
AI_in_Cybersecurity_Practical_Guide.pdf
AI_in_Cybersecurity_Practical_Guide.pdf
 
 
ASSESSING QUANTUM EXTREME LEARNING MACHINES FOR SOFTWARE TESTING IN PRACTICE.pdf
ASSESSING QUANTUM EXTREME LEARNING MACHINES FOR SOFTWARE TESTING IN PRACTICE.pdf
 
 
An integrated microwave neural network for broadband computation and communication.pdf
An integrated microwave neural network for broadband computation and communication.pdf
 
 
Art-Formula-Latex.md
Art-Formula-Latex.md
 
 
CODE_OF_CONDUCT.md
CODE_OF_CONDUCT.md
 
 
Cross-Site Scripting (XSS) attacks and defense .pdf
Cross-Site Scripting (XSS) attacks and defense .pdf
 
 
Download the PDF.pdf
Download the PDF.pdf
 
 
EU Quantum Act.pdf
EU Quantum Act.pdf
 
 
Entangled quantum histories.pdf
Entangled quantum histories.pdf
 
 
Entropy Density Benchmarking of Near-Term Quantum Circuits.pdf
Entropy Density Benchmarking of Near-Term Quantum Circuits.pdf
 
 
Experimental Skills for Non-PhD Roles in the Quantum Industry.pdf
Experimental Skills for Non-PhD Roles in the Quantum Industry.pdf
 
 
Gate Reordering for Distributed Quantum Compiling in Data Centers.pdf
Gate Reordering for Distributed Quantum Compiling in Data Centers.pdf
 
 
JUNG_QUANTUM PHYSICS.pdf
JUNG_QUANTUM PHYSICS.pdf
 
 
Kolmogorov, Fomin - Introductory Real Analysis.pdf
Kolmogorov, Fomin - Introductory Real Analysis.pdf
 
 
LICENSE
LICENSE
 
 
Mathematical Intro Deep Learning - Methods Implementations Theory.pdf
Mathematical Intro Deep Learning - Methods Implementations Theory.pdf
 
 
NATIONAL QUANTUM INITIATVE SUPPLEMENT TO THE PRESIDENT'S FY 2025 BUDGET-Malak Trabelsi Loeb - Expert in Tech & Law.pdf
NATIONAL QUANTUM INITIATVE SUPPLEMENT TO THE PRESIDENT'S FY 2025 BUDGET-Malak Trabelsi Loeb - Expert in Tech & Law.pdf
 
 
Optimization.ipynb
Optimization.ipynb
 
 
Photonic Entanglement Compression - Space Formation.pdf
Photonic Entanglement Compression - Space Formation.pdf
 
 
Physics and machine learning-Prof Francisco Rodrigues.pdf
Physics and machine learning-Prof Francisco Rodrigues.pdf
 
 
QUANTUM SOFTWARE DEVELOPMEN_COVER.png
QUANTUM SOFTWARE DEVELOPMEN_COVER.png
 
 
Quantum gravity cannot be both consistent and complete.pdf
Quantum gravity cannot be both consistent and complete.pdf
 
 
README.md
README.md
 
 
README.pt_BR.md
README.pt_BR.md
 
 
Ramanujan.md
Ramanujan.md
 
 
Ramanujan_Formulas.md
Ramanujan_Formulas.md
 
 
SECURITY.md
SECURITY.md
 
 
SchrödingerEquation.md
SchrödingerEquation.md
 
 
Space of Binary Black Holes from Gravitational Wave Observations.pdf
Space of Binary Black Holes from Gravitational Wave Observations.pdf
 
 
Taxonomy of migration scenarios for Qiskit refactoring using LLMs.pdf
Taxonomy of migration scenarios for Qiskit refactoring using LLMs.pdf
 
 
Vector Quantized Models for Planning.pdf
Vector Quantized Models for Planning.pdf
 
 
entanglement.md
entanglement.md
 
 
formules de Leidse.pdf
formules de Leidse.pdf
 
 
quantum_data.ipynb
quantum_data.ipynb
 
 
startupecosystemreport2026_compressed.pdf
startupecosystemreport2026_compressed.pdf
 
 
superposition.md
superposition.md
 
 
💎Experimental Realization of Discrete Time Quasicrystals.pdf
💎Experimental Realization of Discrete Time Quasicrystals.pdf
 
 
🪷 Pierre Teilhard De Chardin - The Human Phenomenon.pdf
🪷 Pierre Teilhard De Chardin - The Human Phenomenon.pdf
 
 

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[🇧🇷 Português] [🇬🇧 English]



🇶 Welcome to a New Era: From Dark to Light - Quantum 4 All

🔬 Research and Exploration in Quantum Computing and Quantum Mechanics

by Fabiana ⚡️ Campanari



Sponsor Quantum Software Development




I see Mathematics as a Musical and Artistic Language and Quantum Physics as a Psychology of the Universe. 𝚿




🎶 Prelude Suite no.1 (J. S. Bach) - Art and Sound Design Remix by Fabi 🖤
Statistical.Measures.and.Banking.Sector.Analysis.at.Bovespa.mp4

📺 For better resolution, watch the video on YouTube.






🎶 Hit the Atom and Groove to the Quantum Minds Behind the Code.

Symphony No 9 in D minor (Ode to Joy); Beethoven - Art and Sound Design Remix by Fabi 🖤





TOGETHER WE ARE STRONGER, TOGETHER WE WILL CHANGE THE WORLD! 🌎💙





────────────── 🇶 ──────────────




➢ Click Here and access the PHYYSICS IN SCHOOL SITE, Available in All Languages!


➢ Click Here to access GeoGebra, a dynamic mathematical platform with tools for data analysis, statistics, algebra, and interactive graphics, essential for Data Science and AI. It allows users to import data, generate visualizations (histograms), calculate statistics, perform regressions, and explore relationships between variables, aiding in the creation of predictive models. It integrates spreadsheets and algebraic tools, serving as a versatile platform for quantitative analysis.


➣ Access Tutoril about solving LP problems using Geogebra.


➢ Click Here and access PHPSimplex, an online tool that solves linear programming problems using the simplex method, two-phase method, and graphical method, generating graphs and solutions automatically.


➢ Access PHPSimplex


➢ Analytics4All


────────────── 🇶 ──────────────


➢ Click Here and access PROTON MAIL is an end-to-end encrypted email service designed to protect user privacy and data. Founded by scientists from CERN, it offers strong encryption, no ads, and zero access to user content — even Proton Mail itself can’t read your emails.


➢ Click Here and access OSINT is a powerful cybersecurity ally, uncovering risks and vulnerabilities through open data using tools like Shodan, Maltego, TheHarvester, Recon-ng and SpiderFoot.


────────────── 🇶 ──────────────


🛸 NATIONAL QUANTUM INITIATVE SUPPLEMENT TO THE PRESIDENT'S FY 2025 BUDGET

by Malak Trabelsi Loeb - Expert in Tech & Law 🌟

📥 https://tinyurl.com/Download-the-PDF



────────────── 🇶 ──────────────



CERN's Explanation of Quantum Mechanics.


CERN-VIDEO-2021-011-001-1080p.mp4




Derivation of Newton's 2nd law:

Performing derivatives gives…. Newton's 2nd law !


Derivation.of.Newton.s.2nd.law.mp4
🎶 ***Sun - Adrián Berenguer




Thermodynamics = Black Holes Mechanics


Thermodynamics.Black.Holes.Mechanics.mp4




At Quantum Software Development, we invite you to explore the limitless potential of quantum technology—a field where classical physics yields to the mysterious and powerful forces at the quantum level.


Quantum 4 All is more than just a motto; it’s a commitment to making quantum computing accessible to everyone. We aim to dismantle the barriers that have restricted access to this transformative field, providing a space for learners and experts alike to engage, discover, and innovate. Inclusivity and empowerment drive our mission, creating opportunities for all to be part of this new quantum era.


Standing at the edge of this transformation, Quantum Software Development envisions a future where quantum breakthroughs solve humanity’s biggest challenges, from enhancing cybersecurity to unlocking new possibilities in technology. The journey from Dark to Light begins here.


Join us in shaping the Future of Quantum Computing because Quantum is 4 ALL !




The Quantum Mind Torsion



The.Quantum.Mind.Torsion.mp4
🎶 Creation by Fabi 🖤




ᘏᗢ Schrödinger Equation



$$\huge \color{DeepSkyBlue} {{}{ i\hbar \frac{\partial}{\partial t} \Psi(\mathbf{r}, t) = \left( -\frac{\hbar^2}{2m} \nabla^2 + V(\mathbf{r}, t) \right) \Psi(\mathbf{r}, t)}}$$



Schrodinger.Equation.-.Infinite.Quantum.mp4




🕸️ Entanglement Equation



$$\huge \huge \color{DeepSkyBlue} {\Phi^+\rangle = \frac{1}{\sqrt{2}}(|00\rangle + |11\rangle)}$$




Superposition Equation



$$\huge \color{green} {\color{DeepSkyBlue} {|\psi\rangle = \sum_{i} c_i | \phi_i \rangle}}$$



👩🏻‍🚀 Step into the Future, with Circuits and Qubits


Quantum computing is a technology that uses the properties of quantum physics to overcome the limitations of conventional bits.


While a bit is binary, restricted to zero and one, a qubit can represent several combinations of zero and one at the same time. This is possible thanks to the quantum property called SUPERPOSITION.


The evolution of quantum computing promises to revolutionize the way we perform complex tasks. Imagine a future in which problems that today would take years to be solved could be solved in a matter of minutes or seconds! There is still much to be discovered and developed in the field of quantum computing, but it is certain that this technology has the potential to change the world as we know it.



Commutator in Quantum Mechanics



Commutator.in.Quantum.Mechanics.mp4




꩜ Singularity - Dimensions - Oneness



Singularity.-.Dimensions.-Oneness.mp4




Superconducting - Qbits Types



qbits_types.mp4

🔬 Quantum Physics has Given us The Beautiful Theory of Entanglement

which in quantum mechanics can be connected with the Bell State (Quantum Entanglement), , that can be mathematically represented by the formula:



$${\color{Gray} \mathbf{{\color{Green} }|\Phi^+\rangle = \frac{1}{\sqrt{2}}(|00\rangle + |11\rangle}}$$



This phenomenon allows distant particles to interact instantaneously, challenging classical notions of space and time.

In summary, this formula describes a state in which two qubits(the basic units of quantum information, analogous to bits in classical computing are in a superposition of being both 0 or both 1, with equal probability. This is an example of quantum entanglement, a phenomenon in which particles become interconnected in such a way that the state of one particle is immediately correlated with the state of the other , no matter how far apart they are.



quantum.physics_entanglement.theory.mp4



Quantum Computers: What Are They?

Quantum computers are becoming the next frontiers demonstrating capabilities a traditional computer cannot solve.

Ever wondered how the term ‘quantum’ came into existence?

Quantum computing certainly works under the principle of quantum physics perform rapid calculations using qubits and quantum bits. A total contrast of what is present in the current traditional computers. A traditional classical computer works on classical physics and performs calculations using bits of all we know. But on the other hand, quantum computers can make calculations in split seconds. Wherein in the case of a classical computer, it may take tens of thousands of years to even perform such calculations.

From drug development to weather forecasts and stock trades, quantum computers will revolutionize everything. Therefore, it should not come as a surprise as to why the world is racing to build its first quantum computer.

Promises around quantum computing making strides in the medical field. As a result, it can enable AI specialists and AI professionals working in the field to gain maximum benefit from the technology


What’s Quantum Data ?

It is also referred to as any type of data that can occur in both a natural and an artificial quantum system. Such data can be easily gathered or generated using quantum computers. The quantum data is said to exhibit entanglement and superposition that may lead to joining probable distributions. These distributions can further require an extensive amount of classical computational resources for storing purposes.


AI Quantum Programming Language

  • Qiskit — an open-source library useful to quantum computers. Qiskit provides tools to create and manipulate quantum programs while running them on devices (prototyped). It functions by creating a quantum neural network using a parameterized quantum circuit through a hidden layer for the neural network.

  • Pennylane — a library written in Python and can be easily integrated with Qiskit. This tool helps perform parameter-shift amidst gradient descent optimization which leads to quantum gradient descent.



What’s a Hybrid Quantum-classical Model?

A hybrid quantum-classical model represents and generalizes data using the quantum mechanical origin. This is because, in the near term, most quantum processors are more likely to remain noisy and small, thus making it difficult for quantum models to generalize quantum data using just the quantum processor.

To remain effective, NISQ processors need to closely work with classical co-processors.



Quantum Machine Learning Services

There are multiple services available, two of which the tech giants themselves provide (Google and IBM).

  • Forest — this service is offered by Rigetti Computing. This tool suite includes development tools and programming languages.

  • Xanadu — is a hardware-based cloud started by a Canadian startup. This processor can handle 8-, 12, and 24-qubit chips.

  • IBM Q Experience — an online platform that allows its users from the general public access to a certain set of IBM’s prototype quantum processor using the Cloud.



For Reflection

Despite being at a nascent stage, quantum computing managed to make a buzz in the industry. Solving the impossible within seconds is what quantum computing promises the world.



Our open-source approach

Our open-source commitment allows businesses to access, customize, and collaborate on our Quantum Technologies solutions, creating a space for innovation and shared progress in the Quantum Field.



Get Involved

Quantum Software Development Community encourages everyone to participate in the project and contribute to its success, building solutions that drive progress for a better future!



Qiskit-Powered Examples of Quantum Algorithms and Circuits



Performance of QKNN-KNN algorithms in quantum computing using IBM Quantum - Qiskit.



Descrição da imagem



Determine the circuit depth by playing Tetris on IBM Quantum - Qiskt.



Descrição da imagem



🇶 Contribution

Any contributions are highly appreciated. You can contribute in two ways:

  1. Create an issue and tell us your idea ⚡️. Make sure that you use the new idea label in this case;

  2. Fork the project and submit a full request with your new idea. Before doing that, please make sure that you read and follow the Contributions Guide. ⊹🔭๋



🌎 Spread the word!

If the information from this repo was useful to you in any way, make sure you give it a star 🌟, this way others can find it and benefit too! Together we can grow and make our community better!

Do you have any suggestions on how we could improve this project overall? Let us know! We'd love to hear your feedback




👨🏽‍🚀 Main Contributors

Tip

  • Fabiana ⚡️ Campanari – PUC São Paulo

  • Professor Dr. Daniel Gatti – PUC São Paulo

  • Andson Ribeiro - PUC São Paulo

  • Pedro Vyctor - PUC São Paulo




✨ Knowledge Constellations that Inspire:


Important

  • Ana Paula Appel | Quantum Ambassador at IBM

  • BLack Hole Hub

  • Carlos Rodembusch Sa | VC Investor | Quantic Global Advisor

  • DZone Quantum Computing

  • Francisco Rodrigues, Professor Ph.D., USP

  • Professor Dr. Sardar M. N. Islam, Ph.D. | Linkedin

  • Professor Dr. Sardar M. N. Islam, Ph.D. | arXiv

  • Professor Filipe Fernandes, PhD

  • Professor Francisco Rodrigues, Ph.D., USP | Physics and Machine Learning

  • IBM Quantum | Quiskit

  • Jack Hidary | SANDBOXAQ™

  • MIT Technology Review

  • Muria Roberts Quantum Cybersecurity | Director QTM-X

  • Quantum Classiq Technologies

  • Quantum Data | TensorFlow Quantum Design | The TensorFlow Authors

  • QSECDEF Australia

  • SandboxAQ

  • QTM-X | Quantum Futures Company

  • The Quantum Insider Magazine

  • The TensorFlow Quantum | Library for Hybrid Quantum Classical Machine Learning

  • The TensorFlow Quantum | (TFQ) on GitHub

  • TQN Quantum AI



💌 Let the data flow... Ping Me !


🛸๋ My Contacts Hub




────────────── ⊹🔭๋ ──────────────

➣➢➤ Back to Top


Copyright 2025 The Quantum Authors. Code released under the Apache-2.0 license.

Copyright 2025 Quantum Software Development. Code released under the Apache-2.0 license.

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🇶 Quantum 4 All - Research and Exploration in the Field of Quantum Computing

github.com/Quantum-Software-Development/.github

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