What is the relevance of machine learning in physics?

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What cell lines can be used for studying laryngeal cancer?

There are specific cell lines that can be used for studying the response of certain types of cancers to drugs.

11 January 2024 3,745 3 View

Stable cell line selection: leakiness of EF1alpha and the T2A/P2A system?

Hi all, I have a plasmid with "LTR >> EF1alphacore promoter > protein1-T2A-tagBFP-P2A-BlasticidinResistance >> LTR". I made stable murine 3T3 cells, using Blasticidin 20µg/ml,...

29 August 2023 1,051 4 View

Extracting total RNA from exosomes?

Hi all, I'm trying to extract total RNA from exosomes using RNAeasy Qiagen. I've tried to use 2x109 EVs, as I found on a paper, but it didn't work. When we measure on Nanodrop, the concentration...

09 May 2023 2,344 1 View

What is the acceptable ratio for control versus cases in a case-control study?

My study includes approximately 250 patients, however, the control patients are only 20. What is the best reliable ratio? Can the number of control subjects be less than cases?

07 May 2023 8,204 2 View

Any association between inflammatory markers and preterm birth? How can this be assessed?

Previous studies showed a possible link between certain inflammatory markers and preterm birth. Is this evidence-based? What are the most important markers identified markers in this adverse...

10 April 2023 4,327 0 View

Targeted photobleaching of Cryofixed tissue sample?

Hi all, I have tissue samples (lymph nodes) from mice, which constitutively express GFP in some cells (which I am not interested in). I usually fix and freeze the tissue in OCT. is there a way to...

22 February 2023 5,230 1 View

NP-CGG conjugation ratio?

Hi all, I am planning on NP-imunisation of mice to study B cells. However, when looking at suppliers, there are various ratio's available. Which one is recommended, or what is the rationale to...

12 January 2023 2,854 2 View

Determining Lentiviral titer without reporter cell line?

Hi all, I am transducting primary mouse splenocytes, and was wondering if there is another method to determine the quality of the (in HEK293T) produced lentivirus? As when doing a titration in HEK...

12 October 2022 3,392 1 View

Any complications for elevated serum B12 after supplementation in previously deficient patients?

Any complications? What is the acceptable range?

08 February 2022 6,922 1 View

Running Gaussian 16 using GPUs?

Hello everyone. From Gaussian website, they mentioned "Gaussian 16 can use NVIDIA K40, K80, P100 (Rev. B.01) and V100 (Rev. C.01) GPUs under Linux. Can anybody help me defining the memory...

27 November 2021 5,537 3 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

Sayan Putatunda

Check this paper- https://arxiv.org/pdf/1803.08823

"A high-bias, low-variance introduction to Machine Learning for physicists"- Mehta et al. (2019)

Erik Cuevas

ML can be applied in several áreas of physics, such cases of regresión, identification, etc

Juha Valimaki

To me simply finding unexpected dependencies (correlations)