What is the suitable error estimator for selecting the best model with multiple outputs in Neural network?

I have three outputs, each with a different unit. I am searching for an error estimator with the help of which I can select the most suitable Neural Network configuration. I will have to compute...

26 January 2021 254 5 View

While making prediction with Fuzzy Logic in Matlab, do we have to define the rules for Testing sets also?

I have a dataset with 19 training points and 6 testing points. At first I defined the rules for 19 training sets and then tried making predictions for the rest of 6 points. But I got all constant...

06 January 2021 3,772 5 View

Is there any ML architecture which is capable of processing sequential data as target and numeric data as input?

I am working on developing a predictive drive cycle for a specific city. I have gathered driving characteristics parameters for my target city. I have obtained similar data from previous research...

21 October 2020 6,663 8 View

I want to characterise liquid junction solar cell. Is it possible to use only potentiostat and frequency response analyser for EIS (no galvanostat)?

I can use two/three electrode set up for liquid junction quantum dot sensitized solar cell.

15 August 2020 1,721 1 View

Any help on running GAMESS for quantum mechanical calculations?

Respected Scientists and Researchers, I am completely new to the field of computational chemistry. I am trying to run GAMESS by taking help of some tutorial videos available on internet. However...

11 June 2020 5,094 1 View

What to do with coincident features for Geographically weighted regression?

I am sorry if this is a simple question. I am trying to conduct a GWR for hedonic analysis of hotel room rates. For OLS I have conducted analysis including different room types (e.g. double,...

16 April 2020 7,062 3 View

Is it possible to implement the real-time model predictive control on Raspberry Pi ? If not, than can I use an FPGA board with the Pi?

I am trying to implement a model predictive controller to control my soft robot. Right now, the robot is being controlled in an open loop. I have written python code for the MPC but the codes are...

05 March 2020 835 3 View

Can anyone explain why femtosecond source is used for terahertz generation using photo conductive antenna?

Why is only femto second laser used. How is it related to terahertz generation?

08 November 2019 6,360 2 View

How to detect or measure drug compounds in beta cyclodextrin inclusion complex?

What is the analytical method and instrument required to detect the drug which formed inclusion complex with beta cyclodextrin? How can it be detected?

13 September 2019 8,070 1 View

What are some theoretical bounds on a data-driven image classification method?

Consider a simple problem such as cat-classification.. what are some parameters on which an upper bound on accuracy would be expected to depend? Empirical human accuracy is of course a good metric...

08 September 2019 8,019 6 View

How Relativistic effects is one reason for lanthanide contraction?

The Lanthanide contraction which is the decrease in ionic radii of the elements in the lanthanide series from atomic number 57, lanthanum, to 71, lutetium, is due to poor shielding of the 4f...

01 March 2021 2,272 4 View

Is there a deep reason for using the squared modulus of the wave function as the probability density of the existence of the particle?

I think we were all surprised at the first time we got to know quantum mechanics that the squared modulus of the wave function is the probability density of the existence of the particle? The role...

28 February 2021 6,282 9 View

How to Eliminate cosine error and abbe error in LASER measurement system(for example Rhenishaw XL80)?

I like to do project in laser measurement system. My objective is to eliminate or reduce the cosine error, abbe error in Laser measurement system. I have Rhenishaw XL80 system. Please tell the...

28 February 2021 4,890 3 View

How can we limit artifacts caused by rotation in fiber photometry?

We are trying to run fiber photometry experiments for long time scales, but we get these sinusoidal artifacts that come up. We think they may be caused by twisting of the fiber optic subject...

25 February 2021 568 1 View

How to measure angle between laser travel path and machine axis in Laser Measurement system?

25 February 2021 1,987 3 View

How can I simulate the optical absorption spectrum of a biomaterial (like DNA or protein) in COMSOL?

I need to simulate the optical properties of a biomaterial, namely DNA, in COMSOL. Basically I need to simulate the IR absorption spectrum of a cylinder filled with a 'concentration' of DNA. I am...

21 February 2021 3,043 3 View

How to predict the reaction pathway for electro organic synthesis?

Can anyone recommend some any software/models available that can predict substance reactivities and the reaction yield under a specific set of reaction conditions process and proposing pathways to...

17 February 2021 2,383 3 View

How complex systems physics/statistical mechanics would be helpful for particle physics & Networking?

Recently, I've been selected for an ICTP program named Physics of Complex Systems. But, I have a keen interest in Particle Physics & Quantum networks. As statistical mechanics involved in...

11 February 2021 699 3 View

Reason for "reading bands namelist error" in band structure calculation in quantum espresso?

At first, I did the scf run then nscf run followed by another run with calculation set to "bands'. And finally, using command bands.x < example.in > example.out to post-process the data, I...

10 February 2021 7,970 2 View

Applications of General Multiple Sums?

Does anyone know of applications of multiple sums of a sequence? I know of the Multiple Zeta values (which is a multiple sum of 1/N^s). This has multiple applications in quantum physics, QED,...

08 February 2021 8,047 12 View