Andreas Mardt (@andreasmardt) profile picture

Andreas Mardt

@andreasmardt

MachineLearning Mathematics Physics Bioinformatics Cello Piano

Joined October 2015
  • Tweets36
  • Following195
  • Followers168
We’re hiring research interns at Redesign Science to work on AI/ML drug discovery. Topics span deep learning, active learning, molecule generation, binding free energies, ML-guided molecular dynamics, and diffusion models/LLMs. Apply below or DM me! jobs.lever.co/redesignscienc…
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Authors @andreasmardt @tmhmpl @CecClementi @FrankNoeBerlin tackle the challenge of modeling dynamics of large protein by decomposing it into smaller independent subsystems, simultaneously modeling each subsystem’s kinetics ensuring mutual independence. go.nature.com/3FOgF4C
Image from Nature Communications (@NatureComms)
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Andreas Mardt retweeted
Frank Noe (@FrankNoeBerlin) profile picture
Frank Noe@FrankNoeBerlin19 Nov 2022
Our deep learning approach to identify independent Markov domains in molecules is out in @NatureComms. @andreasmardt @tmhmpl @CecClementi rdcu.be/cZ0qa
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Frank Noe (@FrankNoeBerlin) profile picture
Frank Noe@FrankNoeBerlin1 Apr 2022
Replying to @andreasmardt
@andreasmardt & @tmhmpl have developed the #MachineLearning approach iVAMPnet: decompose macromolecules into dynamically independent subunits & describe each by a Markov State Model. With @CecClementi. 🧵⬇️ biorxiv.org/content/10.1101/…
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micromamba 0.21.0 released! This release features faster than ever noarch compilation thanks to @condaforge's Chris Burr, replace env vars in condarc files by @_jonashaag and shiny new "pip/rich" style progress bars by @AdrienDelsalle! mamba 0.21 will be released tomorrow :)
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Andreas Mardt retweeted
Anonymous (@YourAnonNews) profile picture
Anonymous
@YourAnonNews1 Mar 2022
Why is @YouTube giving Russia Today & Sputnik News a platform? YouTube is shamelessly ok with Russia Today & Sputnik's disinformation campaign. Shame on YouTube. Remove Russia Today & Sputnik!
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Anonymous (@YourAnonNews) profile picture
Anonymous
@YourAnonNews2 Mar 2022
Are you kidding right now @Google ??
Image from Anonymous (@YourAnonNews)
Anonymous (@YourAnonNews) profile pictureAnonymous
@YourAnonNews28 Feb 2022
Go to Google Maps. Go to Russia. Find a restaurant or business and write a review. When you write the review explain what is happening in Ukraine. Idea via @Konrad03249040
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Andreas Mardt retweeted
Frank Noe (@FrankNoeBerlin) profile picture
Frank Noe@FrankNoeBerlin4 Feb 2022
Welcoming postdoc openings for #MachineLearning in Statistical Physics and/or #quantum Physics / Chemistry. Pls Email [email protected] or DM with CV+publications+1-2 refs. #postdocposition #AcademicTwitter @jhrmnn @CecClementi @bifoldberlin @FU_Berlin
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Andreas Mardt retweeted
Simon Olsson (@smnlssn) profile picture
Simon Olsson@smnlssn24 May 2021
Just a week left to apply if you are a (soon to be) postdoc looking to work with machine learning for the sciences.
Simon Olsson (@smnlssn) profile pictureSimon Olsson@smnlssn29 Apr 2021
I have an open position in my lab at @chalmersuniv (@cse_gbg) for a postdoc. If you are excited about applying and developing ML for science, then please apply by May 31st. #mljobs #postdoc chalmers.se/en/about-chalmer…
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Andreas Mardt retweeted
Simon Olsson (@smnlssn) profile picture
Simon Olsson@smnlssn8 May 2021
In case you missed this post earlier, I have an open postdoc position in my lab at @chalmersuniv (Sweden) in Machine Learning for the Natural Sciences. #ai #compchem #postdocjobs
Simon Olsson (@smnlssn) profile pictureSimon Olsson@smnlssn29 Apr 2021
I have an open position in my lab at @chalmersuniv (@cse_gbg) for a postdoc. If you are excited about applying and developing ML for science, then please apply by May 31st. #mljobs #postdoc chalmers.se/en/about-chalmer…
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Andreas Mardt retweeted
seaspiracy (@seaspiracy) profile picture
seaspiracy@seaspiracy16 Apr 2021
This is incredible! We just passed 300,000 signatures on our petition to protect 30% of the ocean by 2030 in less than a week! Thanks to everyone for helping to spread the word. Let's get to half a million! change.org/p/bernadette-jord…
300,000 Ocean Heros. Can you help us reach half a MILLION people?

300,000 Ocean Heros. Can you help us reach half a MILLION people?

Dear Ocean Family, WOW! This is incredible! We have already smashed through the 300,000 signature target, in less than a week. We are both so happy and blessed that so many of you have put your name...

change.org
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looking for a postdoc!
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Andreas Mardt retweeted
Simon Olsson (@smnlssn) profile picture
Simon Olsson@smnlssn2 Nov 2020
I have two open PhD positions in my newly established lab at @chalmersuniv on the use of generative models for protein structure and protein sequences, chalmers.se/en/about-chalmer… and chalmers.se/en/about-chalmer… Deadline: 31st December. Please retweet! #chemjobs #mljobs #proteins
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Andreas Mardt retweeted
Frank Noe (@FrankNoeBerlin) profile picture
Frank Noe@FrankNoeBerlin13 Oct 2020
Pls Share: Wanna do a #MachineLearning PhD in Europe? Any core ML discipline or ML + Phys / Chem / Bio? Apply to @ELLISforEurope here by Dec 1st. Work with two top Labs/PIs of your choice. My group has openings, please contact for more info. ellis.eu/de/news/ellis-phd-p…
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Andreas Mardt retweeted
Frank Noe (@FrankNoeBerlin) profile picture
Frank Noe@FrankNoeBerlin7 Oct 2020
I made my introduction to #DeepLearning lectures (lots of references to shallow #MachineLearning and #Physics) public. Hopefully useful for newbies who want to get an overview of methods before specializing on state-of-the-art stuff. Feel free to use! youtube.com/playlist?list=PL…
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Andreas Mardt retweeted
Jonas Köhler (@jonkhler) profile picture
Jonas Köhler@jonkhler4 Jun 2020
A bit late to the party... ...but we are happy to announce that our work on Equivariant Normalizing Flows which are able to sample from symmetric target distributions has been accepted to ICML 2020! arxiv.org/abs/2006.02425 Joint work with #LeonKlein @FrankNoeBerlin 1/
Image from Jonas Köhler (@jonkhler)
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Andreas Mardt retweeted
Frank Noe (@FrankNoeBerlin) profile picture
Frank Noe@FrankNoeBerlin3 Jun 2020
Friends of science: please support this petition to protect the @ERC_Research budget change.org/FriendsoftheERC
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Frank Noe (@FrankNoeBerlin) profile picture
Frank Noe@FrankNoeBerlin7 Apr 2020
Become my colleague (reloaded): Berlin institute for learning and data BIFOLD searches independent group leader at FU Berlin. Don't take the search text literally, any #MachineLearning #ArtificialIntelligence research is welcome. Pls share: fu-berlin.de/universitaet/be…
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Interested in doing a PhD with me @uni_copenhagen on #machinelearning for improving our understanding of #proteins? Open PhD call di.ku.dk/ominstituttet/ledig…. Get in touch if you would like to apply (and meet the eligibility requirements). Deadline Feb 13.
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Andreas Mardt retweeted
Frank Noe (@FrankNoeBerlin) profile picture
Frank Noe@FrankNoeBerlin13 Dec 2019
Quantum Monte Carlo is a great example of a method whose true power can be unleashed with #MachineLearning. PauliNet gets results with a handful of determinants comparable with to classical QMC results with 10.000. Featuring @jhrmnn arxiv.org/abs/1909.08423
Deep neural network solution of the electronic Schrödinger equation

Deep neural network solution of the electronic Schrödinger equation

[New and updated results were published in Nature Chemistry, doi:10.1038/s41557-020-0544-y.] The electronic Schrödinger equation describes fundamental properties of molecules and materials, but...

arxiv.org
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