How to decide encoding dimension or code_size in Autoencoder?

14 July 2020 0 8K Report

For dimensionality reduction, what is the criteria to decide the encoding dimension in Autoencoders. For instance, if the number of features is 170, what should be the encoding dimension to reduce the number of features.

Badges
Science topic

More Ritika Lohiya's questions See All

Why Do TDS and EC Increase with Larger Wastewater Volumes, While BOD and COD Decrease?

I have carried out MFC experiments on three different volumes, 50, 500 and 1000 mL of wastewater. Results after MFC treatment shows that TDS and EC are more in larger volumes of water i.e. TDS and...

09 August 2024 9,621 0 View

How to enrich pig excreta for increasing nutrient quality organically ?

Pig slurry is rich in major and minor nutrients. Is there any way to improve / Enrich its manure quality to be used in agriculture organically ? please share your knowledge.

09 August 2024 5,605 2 View

Is it possible to plot the atom-projected band structure using GPAW?

Hi, I'm currently working on a project where I need to plot the atom-projected band structure using GPAW. I've been able to calculate the band structure for my material, but I'm having trouble...

07 August 2024 269 3 View

Unusual intensity drop in some sections of chromatograms in DDA?

Hi, we have measured tryptic peptides using both DDA and DIA method on QExactive. In DDA replicates i saw unusual intensity drops occurring at the same sections of chromatograms in DDA replicates...

07 August 2024 3,218 4 View

Leaf area of tomato ?

Hi How can this equation Ln(LA) = 1.038 + 0.89 ln(X) be applied to calculate the leaf area of a tomato? Can you explain with an example and what is the substitution of Ln and ln?

06 August 2024 2,508 2 View

Why did the authors extrapolate a phenotype that they experimentally proved in one bacterial strain across the whole genus of the organism?

I aim to be as skeptical as possible regarding whether a pair of orthologous genes results in the same phenotype in their different but related bacterial organisms under similar environmental...

05 August 2024 6,787 4 View

How to preform densitometry on SDS-page bands?

I ran a SDS-page of a bacterial lysate and I want to quantify protein concentration in a specific band. I was thinking of using a standards ladder or make some standards are different...

05 August 2024 9,805 3 View

XRD Analysis is showing only Calcium carbonate. It is not showing other compounds. Can anyone help me get the other compounds?

XRD Analysis is showing only Calcium carbonate. It is not showing other compounds. Can anyone help me get the other compounds

04 August 2024 3,019 3 View

Which solvent is better to dissolve with secondary metabolites extracted from fungi?

I work on MCF7 cell cell for anticaner purpose and I wa to do drug preperation the drug ( secondary metabolites extracted from Aspergillus) My question which solvent is better with these secodary...

03 August 2024 4,725 2 View

What are the limitations and challenges of using machine learning for predicting concrete compressive strength in practical applications?

Machine learning (ML) has shown great potential in predicting the compressive strength of concrete, an important property for structural engineering. However, its practical application comes with...

03 August 2024 2,546 2 View

Does Fentanyl presence in injecting drug user communities require special harm reduction measures?

With Fentanyl already being detected in some countries in Europe, I believe many of us are not educated enough on special needs of injection drug users that use Fentanyl, due to its high strength...

08 July 2024 7,694 3 View

What is main issue that can not be solved of poverty reduction by donation?

Reduction of Poverty

18 June 2024 7,256 2 View

How to perform the DFT calculation on the mechanism of Photocatalytic CO2 reduction with water?

Dear Researchers, I hope this email finds you well. I am currently working on research involving DFT calculations to study the mechanism of CO2 reduction using a catalyst with water as the...

14 June 2024 4,612 4 View

Is there any real advantage in co-electrolyzing CO2 and H2O in liquid phase to produce syngas versus using separated electrolysis of H2O and CO2?

Electrochemistry is a pathway to convert CO2 into valuable products such as CO. However, a potential side product in the cathode is H2. I wonder if it is possible to tune the composition of the...

12 May 2024 9,061 3 View

How to use ORP Combination Electrode for GSH/GSSG Measurments?

Hello, My lab recently acquired a combination ORP electrode, with the refrence being Ag/AgCl and the working electrode being platinum. We are hoping to use this electrode to measure the...

26 April 2024 6,914 1 View

Do systems of care for substance use disorder include harm reduction techniques?

In the US, systems of care for substance use disorder seem to be separate from those that incorporate harm reduction techniques. Places like Portugal and Vancouver have tried to integrate harm...

24 April 2024 5,631 0 View

What properties determine the ability of metal atoms to adsorb and activate different small molecules (such as CO2, N2)?

Different metals have different adsorption and activation abilities for different small molecules (such as N2, CO2). What are the properties of the met

16 April 2024 836 2 View

What properties determine the ability of different valence metals to adsorb and activate small molecules?

What properties determine the ability of different valence metals to adsorb and activate small molecules (such as CO2, N2)?

16 April 2024 9,282 4 View

What factors determine whether photocatalysts require continuous or batch CO2 purging for CO2 reduction?

In experiments, we observe that some photocatalysts require continuous CO2 purging, while others only need 30 min of CO2 purging to produce the desired product.

15 March 2024 6,295 0 View

CO2 and nitrite (NO2-) co-electrochemical reduction to produce urea?

I am working on CO2 and nitrite (NO2-) co-electrochemical reduction to produce urea. I've tried several catalysts (some similar to those from papers), but none of them is capable of producing...

16 December 2023 3,472 1 View