Vinicius Hernandes

Physics PhD candidate @tudelft with @EliskaGreplova. Working on machine learning for quantum computing and neuroscience.

[QuTech @QuTech_news]

🤝We welcome the Quantum Matter and AI (QMAI) group led by @EliskaGreplova to QuTech!

💡The group works at the intersection of quantum computing, artificial intelligence and condensed matter physics.

🤩We look forward to our collaboration!

More👇
https://t.co/ovXEodw56D

[Vinicius Hernandes @vfhernandes]

Check out our latest work on how compact quantum generative models can simulate neural activity!

[Vinicius Hernandes @vfhernandes]

So grateful to be part of this wonderful group :)

[Vinicius Hernandes @vfhernandes]

@iwearplaids Of course! https://t.co/mUGWbJegeF

[Vinicius Hernandes @vfhernandes]

Save time analyzing MEA datasets with autoMEA. This Python package automates burst detection by using a machine learning model to predict optimal bursts parameters. It’s open source, inviting the MEA community to contribute and help improving it.

[Julian Arnold @julian__arnold]

Check out https://t.co/S4CikGArUe with @FlemmingHoltorf & @_Frank_Schaefer (@MIT_CSAIL) and Niels Lörch (@UniBasel):

Leveraging tools from physics, we analyze phase transitions in LLMs. These mark abrupt changes in behavior as prompt, training epoch, or temperature are varied.

[Vinicius Hernandes @vfhernandes]

Always nice to spend some time at ICTP in Trieste during the spring. I learned a lot about neural quantum states and other topics at the intersection of quantum simulation and machine learning. Thanks to all the organizers and speakers!

[Vinicius Hernandes @vfhernandes]

pip install qdsim and simulate your favorite quantum dot device :)

[Vinicius Hernandes @vfhernandes]

hey @arxiv it's time to randomize the list of submissions before announcing them

[Arash Ahmadi @ArashAhmadi564]

I am happy to share that our paper on Quantifying non-stabilizerness via information scrambling has been published on SciPost Physics. We showed that fluctuations of Out-of-Time Ordered Correlators can approximate second Stabilizer Renyi entropy.

https://t.co/4q4LbW4CXL

[Vinicius Hernandes @vfhernandes]

@pranav_xd when the kernel crashes

[Vinicius Hernandes @vfhernandes]

As a physicist, I’ve always wanted to visit @CERN. Last week at QTML2023, I finally got the chance. It was an incredible experience - met old and new friends, learned a lot, and got ideas for future projects. Huge thanks to the organizers @CERNquantum.

[Vinicius Hernandes @vfhernandes]

Excited to TA the new course “Machine learning for semiconductor quantum devices”, with my colleagues from @QMAI_TUDelft.

It’s still possible to enroll!

[QuTech @QuTech_news]

TWO NEW ONLINE COURSES! Start learning about semiconducting quantum technologies today with our new program: 'Quantum 301: Quantum Computing with Semiconductor Technology.'. https://t.co/5FjlHZAYvE #QuantumComputing

[Vinicius Hernandes @vfhernandes]

This week I had the pleasure of attending @FrontiersOfQC in Gothenburg. Lots of amazing talks, fruitful discussions, and the perfect place to share the preliminary results of our work on quantum machine learning for neuroscience.

[Vinicius Hernandes @vfhernandes]

I never thought I’d present at a neuroscience event one day, but here we are.

It was a great opportunity to show some results of our soon-to-be-released machine learning package for analysis of neuronal activity data.

[Vinicius Hernandes @vfhernandes]

Also had a great time enjoying some drinks with @coecke while talking about quantum, nlp, music, and much more.

[Vinicius Hernandes @vfhernandes]

Had the best time ever at the @ictpnews @QuantinuumQC Quantum Hackathon. It was an amazing opportunity to meet lots of great people in academia and industry, and learn more about different topics in QC.

[Vinicius Hernandes @vfhernandes]

In two days, our team implemented a quantum optimization algo applied to a real word use case proposed by @GENERALI, on systemic credit risk analysis.