ENDOCRINOPATHY OR EARLY PUBERYNY: NUTRITIONAL AND CHEMICAL ASSESSMENT OF PACKAGED FOOD PRODUCTS IN CHILDREN

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ENDOCRINOPATHY OR EARLY PUBERYNY: NUTRITIONAL AND CHEMICAL ASSESSMENT OF PACKAGED FOOD PRODUCTS IN CHILDREN Abstract The global rise in early puberty in children is an important public health problem, which needs a multi-disciplinary, toxicological, nutritional and computational study. Packaged foods are most common foods consumed by children in today's diet and are a double-edged sword as hyper palatable foods containing excess amounts of sugar and caloric density, and simultaneously containing a hidden vector of exposure to endocrine disrupting chemicals (EDCs) via the synthetic packaging materials. This multi-faceted issue is addressed by a novel, comprehensive method that couples the use of AI-based dietary assessments with quantitative structure activity relationships (QSAR) toxicological modelling and an efficient Bayesian ordinal quantile regression model to dissect complex developmental endpoints. The framework allows for high fidelity exposure information as the packag...
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Exploring Integers in SageMath: A Hands-On Introduction

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SageMath makes working with integers super intuitive — from checking primality to exploring number theory!

Today, we dive into SageMath tools that make integer exploration easy, visual, and real-world-ready!

1. Basic Integer Operations

  • Checks if n is an integer.

Is n prime?

Factorize n:

Find next and previous primes:

Find divisors of n:

2. Digging into Digits

Bigger Number Example:

3. Division and Remainders ➗

Example:

📈 Visual Reinforcement: Division Formula

Variable

Value

a

7642

b

63

q

121

r

19

Check in SageMath:

4. GCD and Extended GCD 🔄

Finding GCD:

Extended GCD (Bezout's Identity):

📈 GCD Process Flowchart:

5. Real-World Cryptography with SageMath 🔐

Encrypt a Simple Message:

Decrypt the Message:

📈 How Key and Modulus are Derived:

  • Choose two primes
  • Calculate modulus:
  • Calculate
  • Choose encryption key  such that
  • Compute decryption key

6. Prime Numbers and Euler’s Phi Function 🔢

Counting Primes:

Euler’s Phi Function:

7. Huge Numbers: Factorials 📈

Calculating and Exploring Factorials:

Analyzing Digits:

8. Real Numbers and Approximations

9. Working with Arrays (NumPy + SageMath)

✍️ Practice Exercises

Exercise

Hint

Find LCM and verify relation with GCD

Use

Extended GCD for three integers

Apply

Factors of sum of digits of

Use

Count integers coprime to 12 between 62 and 672

Use a simple for loop with

Find n such that

Try

Compute Euler’s phi function manually

Loop and count with

⚡ Efficiency Highlights

  • SageMath handles huge numbers (factorials, big primes) effortlessly.
  • Backed by GMP, MPFR, FLINT libraries for high-speed computation.
  • Practical for cryptography, combinatorics, and real-world number theory.

🌍 Join the Learning Community

🎯 Your Challenge:

Solve exercises, create your own SageMath projects, or explore a new number theory concept!

📬 Share your work:

Post your GitHub repository links or paste SageMath code snippets in the comments!

🔮 What’s Next?

Get ready for upcoming posts:

  • Symbolic Computation: Solving algebraic equations and calculus in SageMath
  • Graph Theory: Building graphs and analyzing networks
  • Cryptography Toolkit: Generate your own RSA keys
  • Advanced Number Theory: Dive into Pell’s Equation and Elliptic Curves

🎉 Conclusion

SageMath transforms working with integers into an exciting adventure — from basic division to powerful cryptographic applications!
Through visualization, exploration, and real-world connections, you can master computational mathematics one step at a time.

Keep Exploring, Keep Creating! 🚀

🔔 Next Challenge Topic Preview

"Solving Equations in SageMath"

SageMath isn't just about numbers—it's a powerhouse for solving equations! In this challenge, you'll explore everything from basic algebraic equations to advanced systems of equations. Highlights include:

  1. Single-Variable Equations
    Like: Solve (x^2 - 5x + 6 = 0).
  2. Systems of Linear Equations
    Solve real-world problems with equations like (2x + 3y = 5) and (x - y = 1).
  3. Non-linear Equations and Applications
    Dive into quadratic, exponential, and trigonometric equations.

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