Simple Acid-Base Titrations Calculator


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This is a new Minerazzi tool, available now at

The tool solves for a missing term the acid-base titration equation for simple solutions; i.e. a single acid or base solution. A tool that deals with mixtures of acids or bases will soon be available.

The design pattern utilized is similar to the ones previously used with other tools relevant to other disciplines.

Activity Coefficient Models Calculator


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This is a new tool available at

If you are into chemical data mining, this post might interest you.

This new Minerazzi tool easily solves activity coefficient models for a missing term.

Thus the tool allows you to cross-map activity coefficients to ionic strengths and vice versa using the following models:

Debye-Hückel Limiting Law

Debye-Hückel Extended Limiting Law




The tool , written in PHP, was inspired in the WATEQF program originally written in FORTRAN (

Recent versions of that program are available for download from the U.S. Geological Survey site at

Chemistry researchers, teachers and students can benefit from this tool, which is part of an ongoing effort of making available online scientific research tools across different disciplines.

04-05-2017 Update: Additional content and literature references added.

Medical Cannabis Miner


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This is a new Minerazzi miner that is available now at

Find business, research, technology, legal resources, and more relevant to medical cannabis.

Talking about the subject, according to a CNBC news at

and quote:

“Oxford University will be at the forefront of a multimillion-pound research program, which hopes to help develop new therapies for acute and chronic conditions by examining the effects of medical cannabis. ”

“The oldest university in England will be teaming up with private equity company, Kingsley Capital Partners who will provide up to £10 million ($12.36 million) in initial investment, which will be funded through its new biopharmaceutical firm Oxford Cannabinoid Technologies (OCT). ”

“The partnership is expected to bring together Kingsley’s financial backing and Oxford’s clinical expertise and research in immunology, neuroscience and cancer, to find ways of developing new treatments for those suffering with pain, cancer and inflammatory disease. ”

“Scientists at the university expect to do this by studying the cellular, molecular, and systems mechanisms of cannabinoids. ”


Physiology and Chemistry Tools


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Recent available tools relevant to physiology and chemistry, with some interesting exercises.

Body Mass Index (BMI)

Corpulence Index (CI)

Membrane Potentials

Cell Electrode Potentials

Standard Electrode Potentials

Membrane Potentials Calculator for Cross-Mapping Goldman-Hodgkin-Katz (GHK) Equation


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In a recent post,

we mentioned a design pattern for easily cross-mapping all experimental variables from a given model. By applying the pattern to the Nernst Equation, we were able to develop the Standard Electrode Potentials Calculator which cross-maps all 4 experimental terms from said equation. This tool is available at

In this post we just want to mention that by applying the same design pattern to the Goldman-Hodgkin-Katz (GHK) Equation we were able to develop the Membrane Potentials Calculator, which cross-maps 12 experimental terms. This new tool is available now at

Examples on how to do the mapping of variables are given in the Suggested Exercises section of the tool.

Overall, we are confident that the patterns used in the design of these tools can be applied, across disciplines, to mathematical models consisting of more experimental variables.


IR, Data Structures, and Algorithms Updates


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The following complementary collections were reindexed and updated

Information Retrieval,

Data Structures & Algorithms,

Both include RSS news channels to Bing, Google, MIT, and Arxiv so users can easily find news relevant to these collections.


A Cross-Mapping Tool for Standard Electrode Potential Calculations


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This is a cross-mapping tool for the analysis and manipulation of scientific data in an interactive fashion. Its design pattern will be used to build new upcoming tools across several and dissimilar disciplines.

The tool is available at

The tool easily solves the Standard Electrode Potential equation for a missing term. That is, given all but one of the experimental terms, the tool solves for the missing one.

There is no doubt that cross-mapping variables from a single tool set up is more engaging than single-mapping them: A great instructive tool for students and teachers alike.

Enjoy it.

Reagent Solutions Maker


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The Reagent Solutions Maker is a new tool available now in the Tools section of Minerazzi at

The tool is not really relevant to information retrieval, but the algorithm that runs behind it describes a useful pattern applicable to many fields and disciplines, including IR.

Anyway, the tool is aimed at solving the following problem.

An undiluted reagent solution is typically prepared by dissolving an amount of solid reagent in a solvent, usually water. Additional solvent is then added to bring the solution up to a specific volume.

With the reagent formula weight the solution concentration can be expressed in moles per liter, after proper unit conversions. A set of undiluted solutions at specific concentration intervals can be prepared in this way, but the calculations can be tedious. This tool was developed to simplify all these calculations.

The tool computes the amount of solid reagent needed to prepare n number of undiluted solutions at specific concentration intervals, ∆C, and up to a maximum concentration level, C, and volume, V, where C > ∆C > 0.

Notice that the set of solutions to be prepared, n, is not known in advance.

Understanding the Self-Weighting Model


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About the Model

The Self-Weighting Model (SWM) consists in computing local and global weights from the constituent independent variables of a function and, from these, weighted averages for said function. See

Model Advantages

SWM makes possible

1. within-set and between-set comparisons
2. calculation of weighted averages from non-additive quantities
3. acceptance or rejection of candidate weighted averages
4. identification of cases where meta-analysis models and traditional transformations fail

The above is possible by considering variability information (i.e., fluctuations) present in the constituent independent variables of a function. If this information is not available, the model suggests the harmonic mean, a statistic that frequently arises in Science and Engineering, as the candidate weighted average.

Practical Applications

With SWM, weighted averages can be easily computed from non-additive quantities like

1. correlation coefficients
2. coefficients of variations

Other applications for SWM are possible.


To learn more about SWM you may want to read the following tutorials:

Domain Extractor Tool


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The Domain Extractor is a new Minerazzi tool, available now at

The tool extracts domains and subdomains from up to 10,000 URLs at once. Larger sets are resized to conform to this limit. This is done to avoid browser crashes.

From the input set, the Domain Extractor returns a set consisting of domains and subdomains. The results are deduplicated and sorted in alphabetical order

The tool comes handy when one wants to extract chunks consisting of 10,000 domains from databases or other sources.

It can be conveniently used in combinations of other of our tools, like

The FQU Bot



Simple, light, but a powerful toy/tool: The Domain Extractor can be used as part of a crawling strategy: Once domains and subdomains are extracted, the chunks of URLs can be sent to a queue for crawlers to revisit them.

Another application consists in querying a search engine, extract URLs from its results page and then process them through the tool.

There might be other applications, but the above can give you an idea of how handy the tool can be.