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Regarding Virtual XRD pattern using LAMMPS ?

Sir, I am comparing virtual XRD pattern generated from Lammps with XRD pattern coming out from DFT (Materials Project). Distortion in atomic coordinates, i.e. distortion in 2theta value for...

21 May 2024 6,708 0 View

How to perform MD simulation to calculate point defect concentration with temerature?

any reference for code is very beneficial to me. also how to relate this with diffusion in lammps

14 May 2024 471 4 View

For EAM potential development in many places use ab-initio MD in DFT for generation of forces and final atomic coordinates. Why through ab-initio MD ?

Why ab-initio MD and at what temperature I have to take for potential generation?

08 April 2024 2,766 3 View

How can I measure protein concentration when my buffer (media) is colored?

I am expressing a extracellular protein and the media is colored. So when I used nanospectrophotometer, for blank (media) it showed high absorbance >340 nm and couldnot measure it. So I diluted...

16 November 2023 1,938 0 View

Co-existance of three- and four-wave interactions for MSSWs?

I am trying to understand the three- and four-wave nonlinear interaction for magnetostatic surface spin-wave (MSSWs). In [1], the authors have mentioned three- and four-wave nonlinear interactions...

02 November 2023 1,724 0 View

Can I digest a sequence having one restriction site for SacII?

Dear All, I want to linearize a plasmid by SacII, which have one restriction site for SacII. Should I keep it for 3-4hr at 37°C for getting at least 90% efficiency? Suggest me any better...

20 September 2023 3,942 2 View

How to generate new inputs using the multiple structures given in the output of a relax-scan job in Gaussian-16 ?

In the a molecule I am working on, there is a certain O-H bond. I wanted to study the variation of energy on changing the bond length, for that I did a relax-scan computation on g16. I have...

08 September 2023 3,797 3 View

Neural network architecture where only input layer is trained?

Reservoir computers and extreme learning machines are typical examples of random neural networks (RaNN). In both these architectures, only the output layer is trained. So, are there neural...

23 July 2023 9,649 5 View

Is there any manual available for general method development of bioactive natural products? like for separating alkaloids etc?

HPLC method development.

05 July 2023 1,572 2 View

Is anyone interested in academic collaboration?

I am looking for collaborators in the domain of IoT/Edge Computing/Geospatial Systems. If you are interested please reply with your mail ID.

06 June 2023 2,448 1 View

Feedback defines the constitution of an organism?

“Here is a thought experiment. Let's place Rodolpho Llinas's jarred-brain on top of a body (Fig. 1). I bet Llinas would argue that his jarred-brain retains its own consciousness, and the android...

11 August 2024 2,483 1 View

Self-Organizing Superorganisms—as envisaged by Nenad Sestan (2018)?

The rate of glucose consumption by the neocortex is reduced by over 80% during anesthesia (Sibson et al. 1998), which disables the synapses (Richards 2002) that are inundated by glial tissue (Engl...

08 August 2024 3,118 0 View

Measuring the Intelligence of a Species?

Larger brains, which typically contain more neurons, store and transfer more information (Tehovnik and Chen 2015), but the precise relationship between number of neurons and information has yet to...

05 August 2024 1,238 2 View

How can i do multivariate Time Series forecast using MLP, ANFIS and LSTM?

I need the python code to forecast what crop production will be in the next decade considering climate and crop production variables as seen in the attached.csv file.

05 August 2024 2,977 3 View

The Curse of Evolution and Complexity?

Brain and body mass together are positively correlated with lifespan (Hofman 1993). The duration of neural development is one of the best predictors of brain size, and conception is the best...

05 August 2024 6,247 3 View

Need help with my research project on open source SIEM and machine learning?

Hello everyone, I am currently working on a research project that aims to integrate machine learning techniques into an open source SIEM tool to automate the creation of security use cases from...

04 August 2024 3,196 2 View

Swimming/space travel depends on the proprioceptive muscle spindles?

When the entire neocortex is ablated in rodents, although they are still able to swim, all the limbs move continuously and asynchronously (Vanderwolf 2006; Vanderwolf et al. 1978). Normal animals...

03 August 2024 835 3 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

Some new emerging problems on application of RL for scheduling in IoT networks?

I have seen plenty of existing works on applied Reinforcement Learning (RL) policies for optimized scheduling in IoT networks including Q-learning, DQNs, and the newer ones including PPO for...

01 August 2024 8,754 2 View

How to Compress Information Neurally?

Samuel Morse, the inventor of the Morse Code, understood that certain letters in the English language occurred more frequently than others (Gallistel and King 2010). To deal with this, Morse used...

01 August 2024 4,456 2 View

Mina Younan

AI in general could reduce required data that need to be indexed. Prediction patterns is an example proposed to be a promising solution for IoT search engines

https://www.researchgate.net/publication/303834164_WoTSF_A_Framework_for_Searching_in_the_Web_of_Things?_sg=XbjigJ560tSsWfFPdyhc1N0jYOoP8oSPGFkxl3M19gtxFjsR1nN3Fa4IKLiOZ2rcUjePHj6mBUhmE0pxPLSNPC0vwZc6aIeqpleST8Zw.QoLP02jItsoLuHZdzcoOss9hqLpUiu_2DDa7-0DRbYtzInku-CO_hxBXK1HqWdbvarPAtyrmB4fZgA7I8klA4w

Amir Mehmood

Deep learning can help to detect duplicate content as well as malicious content. Check out this paper.

https://ieeexplore.ieee.org/abstract/document/9210545

​ Regarding Virtual XRD pattern using LAMMPS ?