Saturday, April 9, 2022

NNs & Ricci Flow, Quantum Walk, Ricci-Yamabe maps for Riemannian flows, Drone Programming using Ricci Flow

Hey Readers,

I know some people really liked my work on Yang Mills in 2011 in late nights (
https://www.kdnuggets.com/2013/11/yang-mills-million-dollar-connection-twitter-quantum-physics.html ) which has resulted in some cool work.. Emergent Attention on Yang-Mills Space of Connections - https://lukepereira.github.io/notebooks/documents/2021-moduli-attention/main.pdf

It's been some time since I spoke & gave lecture about Ricci Flow & Pruning of Neural Networks along with applications of it in CNNs & GANs at SDSU etc. University of Cambridge published a paper on it.

I also gave a very interesting lecture on Game Theory, Nash Entropy, Ricci Flow, Quantum Walk & Social Networks (shortest path across social networks) during my PwC days as a part of L&D program (2014 after ICM 2014) & at Purdue (2019). There is a paper which came up after that lecture A Quantum Walk Model for Idea Propagation in Social Network and Group Decision Making -
https://www.researchgate.net/publication/351631537_A_Quantum_Walk_Model_for_Idea_Propagation_in_Social_Network_and_Group_Decision_Making

Having said that, coming back to ICM 2022 - one hope I had was to portray the importance of Ricci Flow (which was Perelman's main tool while solving Poincare Conjecture), Poincare & Perelman's work in AI. Hence, was my email to Ekaterina about possible collaboration on weekends.. (who next week gave a lecture at UCSD but no collaboration response).. talk about diversion :) :) Happens right.. I don't want justification anymore.. 

Hence, I made my own video on Ricci Flow & Community Detection - https://www.youtube.com/watch?v=z_pjsJisdHQ&t=2s which is doing great. 

Also, this blog which mainly talks about Ricci Flow etc.https://researchcircle.blogspot.com/2022/03/maryam-mirzakhani-mirror-symmetry-swarm.html?m=1&fbclid=IwAR0uDeWBnYGxFBbH1tZ4pCLOl6yEip-w3IYp9__Fws6Dp-i7RTH5JOqkN8w 


Anyway, here comes new thing which some of my readers might like on Ricci Flow & Social Networks -



By the way, some people would absolutely love Drone programming and Ricci Flow paper - https://www.researchgate.net/publication/350736426_Topological_drone_navigation_in_uncertain_environment 
This should be used very carefully along with Swarm Intelligence is what I think.. 

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