📢 A new manuscript is out on arXiv!
We introduce a novel computing paradigm for the design of quantum neuromorphic architectures!
What can you do with that? A lot of cool stuff, including a totally new approach to QML.
Check it out:
https://t.co/o4UiWFZPRW
#QuantumComputing
It is with great sadness that the Simons Foundation announces the death of its co-founder and chair emeritus, James Harris Simons. Jim was an award-winning mathematician, a legendary investor and a generous philanthropist. https://t.co/w48DhauUVj
🌟🚀 2023's Top Papers on Neural Quantum States!
A year of many innovative approaches blending ML with quantum science. Here are my top picks:
1. Fast Quantum Natural Gradient (SR), our favorite optimizer, now scaling linearly for small batch sizes https://t.co/iFnS6jr4Do
2. Fidelity with variance-reduced estimators, and projected tVMC without bias https://t.co/jXfnb4d2QC
3. Excited states with an extended-space determinant trick https://t.co/AxzHT3DTbu
4. Neural Pfaffians in continuous space for electron pairing and more https://t.co/8o6wZhGb6B
5. Generalized Neural Wave Functions for chemistry https://t.co/3F3mwdWgvs
6. Free-Energy optimization for dense hydrogen https://t.co/EkMuyfDalU
📈 Overall, we have seen incredible progress on hard benchmarks, and NQS are the most accurate techniques now available for many ground-state problems: e.g., the electron gas https://t.co/qct1jFZ7GI, the J1-J2 model https://t.co/IXirpCFH8D, and much more https://t.co/gjKK7gFZq4.
Most of the methodological developments above are available or will be available shortly in https://t.co/LbFcVVcA3j, so make sure to check it out and discover the future of NQS with @NetKetOrg !
#NeuralQuantumStates #ML4Science #TopPicks2023
Happy 101st birthday to theoretical physicist Chen Ning Yang (楊振寧).
Yang shared the 1957 #NobelPrize in Physics with Tsung Dao Lee for investigating the parity laws, which led to discoveries regarding the elementary particles.
Learn more: https://t.co/P0yJroukCb
Ruihao Li will defend his thesis "Charge and Spin Transport in Topological Semimetals: Interplay between Symmetry and Topology" tomorrow at 9:30 a.m. in Rock 221 (Foldy Room). 🎉👏😄 #CWRU#physics#topology#condensedmatter#thesis
Excited to share our recent review on the QAOA with my team formed through @qosfoundation: https://t.co/TtMkGsLRqx. We've surveyed various facets of the algorithm, spanning from ansatz design to hardware considerations. Hope it will be a useful resource for the community!
unitaryHACK2023 kicks off tomorrow! 👟 ⚽
Contribute to the open quantum ecosystem, level your skills, and get rewarded!
Unitary Fund is proud to support these projects on unitaryHACK 2023.
https://t.co/o1yXUklQNk
https://t.co/ieDw3QSplJ
https://t.co/A7ef4f0yqx
Wow Erik it really sounds like you don't realize that students need to publish a thesis and pass departmental exams to graduate. If they don't do this they will be fired. Oh wait - you already told your new students to compete and that you'd fire the losers. nvm @UCSDChemBiochem
Meet the Qiskit Fall Fest: the largest group of quantum computing hackathons, challenges, and workshops in the world (so far!)
Organized by student leaders for their local communities, with the goal of building up QC skills on each campus.
More here -> https://t.co/wiwk4AkbuS
Long before quantum computers, there were thinkers with the imagination to lay the conceptual foundation. Quantum pioneers Charles Bennett, Gilles Brassard, David Deutsch, Peter Shor win the Breakthrough Prize in Fundamental Physics.
@MIT@UniofOxford@UMontreal@IBMResearch
Diffusion models like #DALLE and #StableDiffusion are state of the art for image generation, yet our understanding of them is in its infancy. This thread introduces the basics of how diffusion models work, how we understand them, and why I think this understanding is broken.���
I wrote a Condmat Journal Club commentary (https://t.co/p5wtX67GD5) about the claim of observing Majoranas using the "topological gap protocol" by Microsoft Research. I also have some notes that don't fit the commentary in content or in spirit. Those go here.