Annabelle Bohrdt

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Annabelle Bohrdt

Annabelle Bohrdt

@aBohrdt

Theoretical physicist @uni_regensburg and @MCQST_cluster, machine learning, strongly correlated systems & quantum simulation

Katılım Ocak 2021
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Annabelle Bohrdt
Annabelle Bohrdt@aBohrdt·
We wrote a short review on neural quantum states 🤖 ⚛️ The goal is to give a concise overview of architectures and applications — we hope this will be particularly useful for people starting out in the field 🤓 check it out: arxiv.org/abs/2402.09402 @uni_regensburg @MCQST_cluster
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Annabelle Bohrdt
Annabelle Bohrdt@aBohrdt·
Lost my voice so had to just … listen all day 😱
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Annabelle Bohrdt
Annabelle Bohrdt@aBohrdt·
This one I’m really proud of 🤩: our new method to simulate dynamics with neural quantum states: the tNQS 🤖🕚 which directly solves the time dependent Schrödinger equation globally 🤯 led amazingly by brand new Phd student @ankavdwalle @MCQST_cluster arxiv.org/abs/2412.11830
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Annabelle Bohrdt
Annabelle Bohrdt@aBohrdt·
Great workshop on ML & (quantum) physics in Augsburg today. Third workshop in Bavaria 🍻🥨🏔️ this month. In my role as Bavarian infrastructure judge I have to say Munich - Augsburg is definitely the best connection 🚆🚂🚊🚄
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Annabelle Bohrdt retweetledi
Juan Felipe Carrasquilla Álvarez
We are organizing a workshop on ML for quantum matter in Dresden in February 2025. Amazing speaker lineup. The application deadline is Nov. 30, apply! pks.mpg.de/mlqmat25
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Annabelle Bohrdt
Annabelle Bohrdt@aBohrdt·
Snowy days in Munich ❄️ ⛄️
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Annabelle Bohrdt
Annabelle Bohrdt@aBohrdt·
We got something new and very exciting out: neural quantum state 🤖 simulations of the two dimensional fermionic t-J model across the entire doping range, with orders of magnitude less parameters than MPS: arxiv.org/abs/2411.10430 lead by Hannah and Annika @MCQST_cluster
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Annabelle Bohrdt
Annabelle Bohrdt@aBohrdt·
Don’t throw your baby across the street I guess
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Annabelle Bohrdt
Annabelle Bohrdt@aBohrdt·
Very excited about this years Nobel prize 🏆 🤖 maybe the students will appreciate the historical intro to neural networks in my lecture more this fall term 👩‍🏫
The Nobel Prize@NobelPrize

The 2024 #NobelPrize laureates in physics used tools from physics to construct methods that helped lay the foundation for today’s powerful machine learning. John Hopfield created a structure that can store and reconstruct information. Geoffrey Hinton invented a method that can independently discover properties in data and which has become important for the large artificial neural networks now in use. Although computers cannot think, machines can now mimic functions such as memory and learning. This year’s physics laureates have helped make this possible. Using fundamental concepts and methods from physics, they have developed technologies that use structures in networks to process information.

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