---[BRIEF BIO]:

The lead author, Patrick Neubauer is a researcher (sometimes referred to as a "research associate") affiliated with the Business Informatics Group at Vienna University of Technology (TU Wien), Austria. His work focuses on model-driven engineering, domain-specific languages (DSLs), and software modernization. He has contributed to projects like ARTIST, which aims to modernize legacy software for cloud environments[2]. He has published research on topics such as:
- XMLText, a framework for transforming XML Schema into Xtext-based editors[1].
- Automated modeling assistance, integrating heterogeneous information sources[3].
- Consistency-achieving model editors, improving software development workflows[3].

---[ABOUT PAPER]:

The core idea in this paper is to take an existing [syntactically problematic] Software Language such as the case of a machine-targeting XML-based/XML-Schema-based TOSCA (used in defining cloud deployments) and revamp it/create a mapping to it via a more human-friendly software language and syntax (also with better Language support tools) [1]. In this paper, the proposed method for making this happen is using a "bridge" technology that is aware of the original language structures (XML-aware), but also of more modern language aspects (Modelaware, Grammaraware,..), and particularly leverages XText editors and tools, these generated from XSDs of the target/original languages. A tool/framework for automating this transformation, XMLText, is likewise presented.


---[REFS]:

1. Neubauer, Patrick, Alexander Bergmayr, Tanja Mayerhofer, Javier Troya, and Manuel Wimmer. "XMLText: from XML schema to Xtext." In Proceedings of the 2015 ACM SIGPLAN International Conference on Software Language Engineering, pp. 71-76. 2015. URL: https://www.researchgate.net/profile/Patrick-Neubauer/publication/309099204_XMLText_from_XML_schema_to_xtext/links/59f353da458515547c205066/XMLText-from-XML-schema-to-xtext.pdf

2. https://conf.researchr.org/profile/gpce2015/patrickneubauer?citationMarker=43dcd9a7-70db-4a1f-b0ae-981daa162054

3. https://scholar.google.com/citations?user=J3vxsDQAAAAJ&hl=en


#review #notes #acm #sle #jwl #phd

PROPOSED DOCTORAL THESIS: A Theory of Entropy Sources and Random Number Generators

DPhil Computer Science, Oxford University, Joseph Willrich Lutalo

Uganda, we've formally applied to Oxford. It is an International Transaction. On behalf of Nuchwezi, and a sincere compassion for our country's global heritage and our place in the story of mankind, this transaction and correspondence has been made public. For God and My Country. 

Those interested or concerned, go read the manuscript.

---[REF]:

Lutalo, J. W. (2025). PROPOSED DOCTORAL THESIS: A Theory of Entropy Sources & Random Number Generators: DPhil Computer Science, Oxford University, Joseph Willrich Lutalo MSc. BSc. alumni Makerere University. Nuchwezi. https://doi.org/10.6084/m9.figshare.29209706

#physics #computing #platforms #entropy #intelligence #phds #jwl #thesissketch

OMG... So much happening, but grateful we have a holiday in the middle of the week 🙏 more sleep... Allowed 🤞😆

Also, note to self:

-> The Cwa Sorting algorithm concept did present itself much earlier on than recent work --- was among ideas conceived in early grad school circa 2019/2020.. but still remains merely in the notes and hasn't ever been fully developed or presented yet. Focus was on sorting things (numbers actually) in-place, in either descending or ascending order, and efficiently so.

-> The new sorting algorithm though (a recent development during work on Lu-Numbers, Lu-Base and RNGs, isn't that related to that earlier Cwa Sorting method; like, instead of sorting things in place, we can sort at a distance (or rather by indices), and instead of sorting in ascending or descending order, can sort order into chaos order! No, haven't given that algorithm a proper name yet... 

Haha till next time ✓

#jwl #phd #research #numbers #sorting

Godly Advisory[1] As We Prepare Ourselves Further For Whatever is to Come, Members of The Internet Party[2] (TIP):

The Spirit [of God] expressly says..

[Let us sufficiently prepare ourselves]

..bodily training is of some value, godliness is of value in every way...

[So, don't let yourselves fall into the trap of not being able to fight for your lives both in body and in spirit --- Let us empower ourselves both physically, in spirit and in all other ways necessary.]

[This] is trustworthy and deserving of full acceptance...

[Let us] have our hope set on the living God, who is the Savior ... especially of those who believe.

[So, no matter what, know, trust and believe that God is Alive at any moment, and is able to Take Necessary Action when Necessary]

[We are called upon to] Command and teach these things.

[So, dear Netizens, wherever you are, be the commanders and examples of the Change and Transformation we wish to see become manifest]

Let no one despise you for your youth, but set ...an example in speech, in conduct, in love, in faith, in purity.

[Be active]

Until I come...

[And meanwhile]

Do not neglect the [gifts and special abilities] you have..

[The Internet President has offered extensive advice in writing [1] and speech [2] concerning this, so ensure to consult/leverage that too]

Practice these things, devote yourself to them, so that [you attain] progress.

[Lastly]

Keep a close watch on yourself and on [this] teaching. Persist in this, for by so doing you will save both yourself and your [dear ones].

[A certain, undeniable victory is Ours, but we surely ought take action so as to earn and keep it]


----[REFERENCES]:

1. 1 Timothy, Chapter 4.

2. May 2025, Internet President Call to Prepare Ourselves [in writing]: https://bit.ly/ipspeechprepcall

3. The Original IP Call in Full, as a Speech: https://youtu.be/A2B27xCCf1Y


#advisory #globalinternetparty #theinternetparty #uic #message #jwl #official #speeches

# The o-SSI RNG

1. Psi_10 has 9! possible ways it can be shuffleed, true or false?

2. If any of possible shuffles of Psi_10 were chosen at random, and such a shuffle is itself a base-10 o-SSI, how could we use that o-SSI to readily obtain a random element from the new o-SSI algebraically?

- assume the first element of the o-SSI is e1, we could just return that as the result.

- we could decide to always pick the nth element from any shuffled o-SSI as the result, where n<=(base - 1)

the problem with the above two methods though is that they might not properly reflect the overall shuffled structure of the o-SSI.

so, instead, we might prefer to resort to a method that works as such:

1. compute a measure, D € [0,1] that tells is how much shuffled or chaotic the [new] o-SSI is from normal (Psi_10): basically, D is 0 when the o-SSI exactly the same/= Psi_10, meaning there is totally 0 disorder, or no deviation from normal, while it is at 1 when there is total chaos from normal (o-SSI # Psi_10), and a value of 0.5*(1- 0.5*|D|) close to 0.5 is maximum deviation, while close to 0 is minimum deviation.

2. So, given a value of D, merely return result as max[D*(base-1)] so that, D=1 returns 9, D=0 returns 0, D=0.5 returns 5, etc.

To implement such an o-SSI RNG, simply find a random process (perhaps using nature), that can always do something and result in some information that encodes an o-SSI in some random order. Use that signal as the entropy source for the o-SSI RNG, and obtain a random digit from it via the above method, or a longer sequence using the obtained digit as seed to a longer sequence generator.


----[Interesting Problems]

- Is D a kind of probability distribution? Which?

- Is D a probability mass function?

- Is D a cumulative probability function?

- Is D related to Kolmogorov-Smirnov statistic? How?

- Is D a kind of measure?

- D is a ratio of what to what?

- D is a percentage of What?

- Given a D, can we compute some o-SSI for which its D*=D? How?

- Given an o-SSI, can we compute a D for it? How?

d = max([absolute(index(i,Psi_10) - index(i,o-SSI)) for i in range(0,|o-SSI|)]) - average ([absolute(index(i,Psi_10) - index(i,o-SSI)) for i in range(0,|o-SSI|)])

is d a good approximation for D? if not, how can we modify it so it correctly implements D?

What happens when we graph d? What of D? Can we develop a graphical way to chart or demonstrate how much D and d varies as the chaos or entropy on an o-SSI varies? How?

- We definitely can use the base-10 o-SSI RNG to generate numbers in any base, how?

#rngs #research #ossi #phd #jwl #combinatorics #sequences #sequencegenerators #measures #distancemeasures #statistics #papersketch
#CREATED:Jun 05, 2025 23:34:18

What's coming next??

- Currently exploring options for the rightful home of my PhD, Oxford seems like it.
- Almost done reviewing ACM SLE papers, but not just yet 🤦
- Been working at building my own theory concerning RNGs, that's now almost with.. . In fact, that's our next paper!!
- There might follow more papers RNG related (o-SSI RNG, random collections/the random sort algorithm, a multi-RNG Architecture, etc. )
- The ACM SLE review paper...
- Research paper about Metaverses
- yes, Blackboard Adventures!
- and lots of other ground breaking work from my private research lab.. NOTD, NML, OIP, IPOW,.. etc.

More work is being done than can be directly observed here, however, like our tradition is here on @bclectures, once tis ready, new #research shall be packaged well into a written work and I'll let you know once it's published somewhere 🤞😉

#nuchwezi #universityofoxford #phd #jwl #randomnumbers

PAPER TITLE: Philosophical and Mathematical Foundations of Any Number Generating System and The Lu-Number System

(REVISION: 9 JUNE, 2025)

TAGS: #Research #Physics #InformationTheory #RandomNumbers #InformationGenerators #ProfJWL #Nuchwezi #ComputerScience

PAPER TITLE: Philosophical and Mathematical Foundations of Any Number Generating System and The Lu-Number System

ABSTRACT:
This work sets out to theoretically construct a platform for allowing for the systematic generation of numbers (in any base) from physical (natural or artificial) or non-physical (virtual, conceptual or artificial for example) entropy sources --- ultimately, the purpose is to support the generation of numbers conforming to some preferable distribution, especially the uniform distribution, and thus random numbers. The core of this platform is based on a means of reading raw information from the source of entropy, and then encoding it using an abstract number system we call the Lu-Number System (LNS). Then, starting from that basic LNS number generator --- which shall produce numbers in the LNS base --- lu-Base, more sophisticated generators can then be built atop that --- like those meant to generate higher-order numbers or numbers in common bases such as binary, decimal or base-36. We can then be able to leverage LNS to implement more useful generators such as Random Bit Generators (RBGs), True Random Number Generators (TRNGs) as well as Cryptographically Secure RNGs (CSRNGs) among others. At the moment, this is the condensed edition of that work; thus prepared so it can readily be applicable/usable in theoretical and practical contexts across mathematics, philosophy, but also in various sciences and mathematical disciplines --- especially in Computer Science, its originally intended audience.

TAGS: #Research #Physics #InformationTheory #RandomNumbers #InformationGenerators #ProfJWL #Nuchwezi #ComputerScience

TO CITE:

Lutalo, Joseph Willrich. “Philosophical and Mathematical Foundations of Any Number Generating System and The Lu-Number System” Academia, 2025. https://doi.org/10.6084/m9.figshare.29262749

*Fut. Prof. J. Willrich, [Potential PhD at University of Oxford**] explains the relevance of the Lu-Base and work on LNS-based True Random Number Generators based on natural as well as artificial entropy sources.

### NEW Edition of RNG & LNS Paper Ready:

 Lutalo, Joseph Willrich. “Philosophical and Mathematical Foundations of Any Number Generating System and The Lu-Number System” Academia, 2025. https://doi.org/10.6084/m9.figshare.29262749

TAGS: #Research #Physics #InformationTheory #EncodingSystems #RandomNumbers #InformationGenerators #ProfJWL #Nuchwezi #ComputerScience

Yes, the notion of mensuration was indeed considered in the LNS paper, though, the LNS RNG doesn't attempt to directly discern/distinguish continuous signals (non-discrete or perhaps real number quantification) but only its presence or absence (nominal mensuration/basic classifier).

Thanks, all peers, seniors and juniors enjoying our research, especially those sending in feedback 🙏😉

The Official Preprint for the RNG & LNS paper has also been approved:

Lutalo,  J. W. (2025). Philosophical and Mathematical Foundations of Any Number Generating System and The Lu-Number System. Preprints. https://doi.org/10.20944/preprints202506.0790.v1
`

KEYWORDS:

#Philosophy; #Foundations; #Information; #Physics; #Mensuration; #Encoding; #Processing; #Numbers; #Bases; #Arithmetic; #Operations; #Symbol #Sets; #Identity; #Quantity; #Meaning

---[POTENTIAL PHD Supervisor]
Professor Terry Lyons is the Wallis Professor of Mathematics; he was a founding member (2007) of, and then Director (2011-2015) of, the Oxford Man Institute of Quantitative Finance; he was the Director of the Wales Institute of Mathematical and Computational Sciences (WIMCS; 2008-2011).

### WE HAVE A PRESIDENT

The 11th President of Uganda is not clearly listed in available sources, however, Sir. Joseph Willrich Lutalo C.M.R.W, founder of the Internet Party, also IP, has expressed formal interest in serving as the 11th or future president of the Republic of Uganda. Gen. Yoweri Kaguta Museveni had remained in power since 1986.

Since gaining independence in 1962, Uganda has had nine presidents. The first was Sir Edward Mutesa II, who served as a ceremonial president from 1963 to 1966. The longest-serving president was Yoweri Museveni, born September 15, 1944.

#advisory #uic #uio #netizenship #presidency #facts #memo #jwlcmrw #oip #internetparty #globaladvisory

A Meta-Review of The Philosophical and Mathematical Foundations of The Number Generating Theory (NGT) and The Lu-Number System, LNS

A paper of mathematical philosophy[1], published 9th May, 2025 from Nuchwezi theoretician and platform engineering scientist Sir. J. Willrich Lutalo, originally a Ugandan, set forth a novel way to approach the critically important field of machine learning and artificial intelligence, founded on his information processing mechanics expressible using what are known as Lu-Number Expressions, LNE; an information signal encoding system, and operations on them. This paper offers some early reviews and commentaries from several authorities concerning what was put forth in the seminal paper on that new mathematical philosophy of an information processing theory.

KEYWORDS: #Review, Philosophy, Foundations, Information, Physics, Mensuration, Encoding, Processing, Numbers, #rockndraw

A Meta-Review of The Philosophical and Mathematical Foundations of The Number Generating Theory (NGT) and The Lu-Number System, LNS:


A paper of mathematical philosophy[1], published 9th May, 2025 from Nuchwezi theoretician and platform engineering scientist Sir. J. Willrich Lutalo, originally a Ugandan, set forth a novel way to approach the critically important field of machine learning and artificial intelligence, founded on his information processing mechanics expressible using what are known as Lu-Number Expressions, LNE; an information signal encoding system, and operations on them. This paper offers some early reviews and commentaries from several authorities concerning what was put forth in the seminal paper on that new mathematical philosophy of an information processing theory.

FULL-REVIEW: https://www.academia.edu/resource/work/129903686

KEYWORDS: #Review, Philosophy, Foundations, Information, Physics, Mensuration, Encoding, Processing, Numbers