This paper from @jenseisert and colleagues sounds interesting!
"The incorporation of automatic differentiation in tensor networks algorithms has ultimately enabled a new, flexible way for variational simulation of ground states and excited states. In this work, we review the state of the art of the variational iPEPS framework. We present and explain the functioning of an efficient, comprehensive and general tensor network library for the simulation of infinite two-dimensional systems using iPEPS, with support for flexible unit cells and different lattice geometries."
https://scirate.com/arxiv/2308.12358
#quantum #TensorNetwork #computational #physics #AutomaticDifferentiation #iPEPS
#ipeps #AutomaticDifferentiation #physics #computational #tensornetwork #quantum
I am surprised this paper received so little attention. It dramatically reduces RAM requirements for very big #statistical #generalizedlinearmodels while offering #computational speed ups ~x500. A #recommender system used it in a #neuralnetwork with #tensorflow to get substantial time & memory savings.
https://arxiv.org/abs/2205.13080
Languages with #array/ #tensor features should take note, as this is a serious contender to sparse matrix computations #datascience #machinelearning
https://mstdn.science/@ChristosArgyrop/110934217550435224
#statistical #generalizedlinearmodels #computational #recommender #neuralnetwork #tensorflow #array #tensor #datascience #machinelearning
I'm collecting problems for the assignments in my course of #Computational #physics
PS: They're hiring! If you're a #computational #scientist interested in #biology #compbio and #genetics, please take a look at open positions like this one for an Associate Computational Scientist ($96,945 - $162,310 DOE):
They have the coolest data I've ever worked with 🤓
#genetics #compBio #biology #scientist #computational
Do you have an interest in #spine #biomechanics? Do you have experience in image-based #computational mechanics for contact? Come and join me @universityleeds for a #postdoc on a project about facet joints biomechanics and how it changes post spinal fusion #joboffer #job #research
#research #job #joboffer #postdoc #computational #biomechanics #spine
For some time now, @kfvanes has been arguing how important "tool criticism" is for #digitalmethods and #computational #communication research. She has just published an article that pointedly illustrates the potential of such an approach: "Unpacking tool criticism as practice, in practice". Very worth reading! @computationalsocialscience
👇👇👇
https://digitalhumanities.org/dhq/vol/17/2/000692/000692.html
#digitalmethods #computational #communication
In this semester I'm teaching #Computational #physics. For this week we'll learn parallel programming to simulate a simple pendulum and to explore random variables.
[BR] Lista com a implementação de mais de 1200 tarefas computacionais em variadas linguagens de programação.
[EN] 1200 #computational tasks implementation in several #language #programming.
#computational #language #programming #rosettacode
👋 Hi all, I'm still kicking the tires around here but I thought I'd introduce myself.
I'm a #computational scientist and geographer by training but I'm in #AcademicLibraries now doing #ResearchDataManagement and #DataRepository stuff.
Other stuff that interests me: #science #devops #selfhosted #opensource #hpc #tabletennis #cartoons
#computational #academiclibraries #ResearchDataManagement #DataRepository #science #devops #selfhosted #opensource #hpc #tabletennis #cartoons
Postdoc/PhD in ML for medical imaging, neurogenomics and neuronal modeling
Hertie Institute for AI in Brain Health, University of Tübingen
Join us as a #PhDStudent at the #Hertie Institute for #AI in #BrainHealth to work on #medical #imaging, #neurogenomics or #computational #neuroscience
See the full job des...
https://jobrxiv.org/job/hertie-institute-for-ai-in-brain-health-university-of-tubingen-27778-phd-position-in-ml-for-medical-imaging-neurogenomics-and-neuronal-modeling/?feed_id=52166
#neuroscience #computational #neurogenomics #imaging #medical #brainhealth #ai #Hertie #PhDstudent
#Livro: Algo e Ritmo: uma aventura de programação. De Lucia Giraffa e Margarete Santos.
Forma lúdica de abordar o #Pensamento #Computacional e a #programação.
#livro #pensamento #computacional #programacao #book #computational #thinking
The Computational Social Science satellite of the @CCS2023_Brazil@twitter.com is back this year, and open to submissions for contributed talks 👀
📅Submit by August 4th!
🛰️ https://sites.google.com/view/css-ccs23/home
All instructions on the page, but feel free to message @iniguezg@twitter.com, @gabridibo@twitter.com or me :)
#conference #complexity #computational #social #science
Missing #SMBE3 #SMBE2023 but thrilled to be at #ismbeccb2023
#bioinformatics #computational #biology
#smbe3 #smbe2023 #ismbeccb2023 #bioinformatics #computational #biology
"OpenChem is a #deep #learning toolkit for #Computational #Chemistry with PyTorch backend. The goal of OpenChem is to make Deep Learning models an easy-to-use tool for Computational Chemistry and #Drug #Design #Researchers."
#deep #learning #computational #chemistry #drug #design #researchers
@meredithw @Wolven I think social sciences could actually use ”jailbroken” LLM’s (without the guardrails making them civic) to construct quantitative proof models pointing out the many forms #structural #racism in a clear & reproducable manner.
I find there’s not enough #computational branches in the #humanities. Economy is one, but they like to think they’re not a behavioral science. Tsk.
#structural #racism #computational #humanities
PhD position in ML for medical imaging, neurogenomics and neuronal modeling
Hertie Institute for AI in Brain Health, University of Tübingen
Join us as a #PhDStudent at the #Hertie Institute for #AI in #BrainHealth to work on #medical #imaging, #neurogenomics or #computational #neuroscience
See the full job de...
https://jobrxiv.org/job/hertie-institute-for-ai-in-brain-health-university-of-tubingen-27778-phd-position-in-ml-for-medical-imaging-neurogenomics-and-neuronal-modeling/?feed_id=50580
#neuroscience #computational #neurogenomics #imaging #medical #brainhealth #ai #Hertie #PhDstudent
#Transitions in #cognitive #evolution
#OpenAccess
#ProceedingsRoyalSocietyB
"5 major transitions in the evolution of animal #NervousSystems. Each of these gave rise to a different type of #computational #architecture that changed the #evolvability of a lineage and allowed the evolution of new cognitive capacities"
https://royalsocietypublishing.org/doi/full/10.1098/rspb.2023.0671
#evolvability #architecture #computational #nervoussystems #proceedingsroyalsocietyb #openaccess #evolution #cognitive #transitions
I get the impression that #physics as an #academic discipline does not place much value on the independent #verification / #validation of #experimental / #computational results. Thoughts?
#computational #experimental #validation #verification #academic #physics
Want to learn #Python? And how to use it in the classroom with your students? Check out this new self-paced, online course from #TCEA - This online, self-paced course will introduce you to the basics of the Python programming language. Python is the world’s most popular language and is used by 3.5 million programmers worldwide.
#education #edtech #tceajmg #coding #code #k12 #teaching #ComputationalThinking #computational #edutooter
#python #tcea #education #edtech #tceajmg #coding #code #K12 #teaching #computationalthinking #computational #edutooter