Which techniques are used to improve the accuracy of deep learning models by compressing neural networks?

Hi all, I am looking for enhancing the accuracy of a deep learning model using some techniques to compress neural networks. Could someone suggest to me some of the tools/techniques,...

29 January 2021 1,781 4 View

What is the best weight initialization technique for neural networks ?

Hello everybody, I am looking to study the optimal technique to initialize weights in a large neural network with multiple hidden layers. A comparative study will be more than appreciated. Many...

16 January 2021 9,272 2 View

What are the current and future research directions in AI related to healthcare systems?

I want to have an idea about the current issues and future challenges of AI in the medical area. For that, I need some technical suggestions on the following questions: 1. How can we combine Big...

23 September 2020 8,431 3 View

Optimized combination of ML & DL in medical area ?

Hello all, Could someone guide me in looking for an optimized combination of Machine Learning and Deep Learning methods/models to deal with medical data? Thanks in advance.

17 September 2020 6,727 8 View

Applying ML algorithms for remote sensing datasets?

Hello everyone, What're the best ML algorithms to train and test remote sensing datasets and how we make sure that a good classification is performed?

16 July 2020 5,419 4 View

Can we extract exosomes from stool using the Norgen Urine Exosome Purification kit?

After dilution of Fecal matter in PBS, the technician used the Noregen Urine Exosome Purification kit and RNA extraction. So my basic question is: Do you think we've got actual exosomes or just...

13 January 2020 1,420 2 View

What is the best method for organic acids extraction from soil samples taken from field trails ?

Hey everyone, Am looking for the best method for organic acids extraction from soil samples taken from field trials? I will be using the Reverse Phase HPLC for their determination. Thanks for...

14 January 2019 493 3 View

What are the mechanisms that gouvern the phosphorus availability for plant in deficient phosphorus soils?

What are the main mechanisms that play a significant role in phosphorus availability and increase phosphorus uptake by plants in soil.

16 October 2017 3,677 9 View

1 nm thick MgO thin-film to be deposited on Si wafer using thermal evaporation. What will be the optimum deposition conditions?

Favourable conditions of base pressure, rate of deposition. Also, by which characterisation technique to be used to verify the thickness of the deposited film.

28 February 2021 3,640 3 View

How to prepare a thin polymer film by post-polymerization/crosslinking?

24 February 2021 2,362 5 View

Is is possible to pole with corona poling pellets of the sample material instead of thin films?

As it is highly probable that pellets will have a higher degree of air gaps and voids than thin films, is it possible to pole the samples with corona poling nevertheless? Or is there the...

24 February 2021 1,349 1 View

How to troubleshoot Electrochromic Films and Electrochromic Devices?

I am trying to characterize an electrochromic system. The system uses ITO electrodes on glass, WO3 as the electrochromic film, and NiO as the ion storage layer. When I deposit NiO and WO3 and...

23 February 2021 9,592 2 View

How to improve the adhesion between germanium and silicon monoxide thin film layers using EBEAM evaporation?

I want to deposit multilayer coating of germanium and silicon monoxide on silicon wafer using ebeam evaporation?

21 February 2021 2,141 3 View

How can I measure the thickness of thin layers deposited on textured glass susbtrates?

I want to measure the thickness of aluminum oxide and titanium oxide layers deposited on textured glass substates. The layer thicknesses are typically below 100nm.

21 February 2021 5,465 4 View

How do I calculate absorption coefficient of my thin film if I dont know the thickness? Or how can I calculate the thickness of my sample?

I have done Uv-vis characterisation of my thin film and have received absorbance and transmittance data. Now I want to calculate the absorption coefficient but I dont know the thickness of my...

21 February 2021 7,148 8 View

How to construct different filler shape in MD simulations?

Is there any way to construct different initial filler shapes like triangle, square, rectangle, pillar, and tube in any simulation software.

20 February 2021 1,750 1 View

Can fractal dimension of thin film surfaces affects the electrons energy states?

As fractal dimension of a thin film surface implies the irregularity in the surface. Is it possible that the energy states of the electrons are also affected by the fractal dimension?

19 February 2021 5,509 3 View

What is the reason film thickness increased?

what is the reason film thickness increased when increased doping concentrations give some reasons The measured film thickness is 156, 282, 394, 548 and 681 nm for 0, 1.5, 2.5, 3.5, and 4.5 wt....

17 February 2021 8,987 5 View