Can't the Python sklearn decision tree classifier correctly handle categorical attributes?

Hello, I'm trying to model my dataset with decision trees in Python. I have 15 categorical and 8 numerical attributes. Since I can't introduce the strings to the classifier, I applied one-hot...

24 July 2020 5,787 3 View

How can I apply position restraint to a bilayer during Umbrella sampling for PMF calculations?

Hi all, I have a couple of questions for PMF calculations in Gromacs. I placed a nanoparticle (NP) in the water region approximately 1nm away from the membrane and by using Gromacs pull code, I...

21 April 2020 3,827 4 View

How do I calculate bilayer thickness with Gromacs distance command?

Hello all, I carried out a molecular dynamics simulation for a coarse grained membrane system. I want to select the PO4 groups in top and bottom leaflets and calculate the vertical distance. How...

16 June 2019 9,348 4 View

What is the main cause of blue shift in Localized Surface Plasmon Resonance and what is the difference between red shift and blue shift ?

04 June 2016 7,534 8 View

flexibility of polymers chain

effect of double bond on the flexibility of polymers

07 April 2021 0 0 View

Formulation of polymer color flakes

I am writing to request some information for making polymer color flakes. I would appreciate the help.

17 March 2021 0 0 View

What is the production process of CaFe ferroalloys?

I looking for ferro calcium production process

03 March 2021 1,755 4 View

12% ledeburitic cold work tool steel, etched for revealing retained austenite, any help for clarifying?

Hello everyone. Given microstructure image belongs to a 12% ledeburitic cold work tool steel (annealed and tempered). The sample was etched with picral (100 mL ethanol and 4 g picric acid). I...

02 March 2021 4,119 3 View

How Can I bring as much common elements in steel as possible to calculate stable phase(s) in OpenCalphad?

As I was tweaking step-by-step OpenCalphad6 Macros step1.ocm involving phase and thermal property calculation of a High-speed steel, I could not incorporate more than 6 elements in the steel...

01 March 2021 8,840 1 View

How can you bring two structures together to create an adhesive bond in LAMMPS?

I have created an Ice 1h crystalline structure and an Aluminium substrate structure and equilibrated both at 250K. Now I need to bring them together in a way that an adhesive bond is created....

01 March 2021 3,325 2 View

How to size battery banks?

I am designing a small grid connected solar PV power-plant. As the battery's capacity is specified in Ah and demand in kWh. What is the best way to size the battery bank? I have battery price in...

28 February 2021 1,638 3 View

How to model the battery pack in PSIM or PSCAD?

Hello, I have simulated a single battery cell using Thevenin equivalent circuit. For a battery pack, I have a large number of cells connected in series and parallel connections. Is there any way...

28 February 2021 2,116 1 View

What is the density for pva electrospining?

I'm Juan Carlos, a high school student who is working with electropinning, I made an electropinning machine with a 21g needle and a 30kv high voltage source and the distance between my needle is...

28 February 2021 298 3 View

Is anyone familiar with the cyclic compressive fatigue testing (BS EN 12697 - 25) ?

I would like to get more information on the cyclic compressive fatigue testing (BS EN 12697 - 25) which is typically done for bituminous material in pavement design. Any one can advise on the...

28 February 2021 2,004 3 View