Rupayan Bhattacharjee
rupayanqml.bsky.social
Rupayan Bhattacharjee
@rupayanqml.bsky.social
I am a PhD student in Quantum Machine Learning
Reposted by Rupayan Bhattacharjee
Fantastic. Fwiw, I was taking Feynman's class on computing at the time this was written, and his opinion was similar.
(Also fwiw, it's okay to admire Feynman's scientific accomplishments and general cleverness, but be careful of putting him on too high a pedestal.)
Excellent!

In the same spirit, here's a piece on AI hype I wrote in....1985 🤯

melaniemitchell.me/EssaysConten...
melaniemitchell.me
June 24, 2025 at 1:32 AM
Reposted by Rupayan Bhattacharjee
Michael Frank has long worked to make practical reversible computers, which would save considerable energy by not deleting data.
www.quantamagazine.org/how-can-ai-r...
June 6, 2025 at 10:49 PM
Reposted by Rupayan Bhattacharjee
Retweeting this for the folks (myself included) that weren't online over the long weekend

PauliPropagation.jl is open source library that you can use to approximately simulate quantum circuits

We explain the nitty gritty of how these algorithms work in practise in our latest companion paper

🧵👇
June 2, 2025 at 3:01 PM
Reposted by Rupayan Bhattacharjee
If you are interested in quantum computing, I strongly recommend this insightful article by @caltech.edu
student @robbieking1000.bsky.social calling for a "scrappier approach" to finding new applications.

quantumfrontiers.com/2025/04/20/q...
Quantum Algorithms: A Call To Action
Quantum computing finds itself in a peculiar situation. The number one question asked about quantum computers by outsiders is very common sensical: What are they good for? The honest answer reveals…
quantumfrontiers.com
April 21, 2025 at 2:39 PM
Reposted by Rupayan Bhattacharjee
In quantum industry, every day is April fools!
April 1, 2025 at 12:02 PM
Reposted by Rupayan Bhattacharjee
🎉I am very happy to see our Barren Plateau Review published in Nature Review Physics. This article condenses 6 years of our LANL work, but also so many amazing papers by the community!!

Check it here 👇

www.nature.com/articles/s42...
Barren plateaus in variational quantum computing - Nature Reviews Physics
Barren plateaus are widely considered as one of the main limitations for variational quantum algorithms. This Review summarizes the latest understandings of barren plateaus, indicating its causes, arc...
www.nature.com
March 27, 2025 at 5:50 PM
Reposted by Rupayan Bhattacharjee
The latest from the SFI Press: "The Complex World" is now available in ebook format! 📖📱

Purchase your own digital copy for Kindle, Kobo, or through Apple Books! www.sfipress.org/books/the-co...
March 28, 2025 at 1:25 PM
Reposted by Rupayan Bhattacharjee
"XYZ ruby code: Making a case for a three-colored graphical calculus for quantum error correction in spacetime"

journals.aps.org/prxquantum/a...

This work presents a new highly attractive #Floquetcode in #quantumerrorcorrection and introduces - yet another - useful graphical calculus.
March 28, 2025 at 4:29 PM
Reposted by Rupayan Bhattacharjee
Hey! On the arXiv today we present `Majorana Propagation’ a new classical algorithm for simulating Fermionic circuits.

Depending on your mood... the algorithm can be viewed either as naturally suited to compete with, or collaboratively enhance, quantum hardware simulations.
March 25, 2025 at 4:21 PM
Reposted by Rupayan Bhattacharjee
Two talks with contributions from Coherent Computing at the APS Global Physics Summit this week:

- Techniques for design and training of large quantum machine learning models, presented by me
summit.aps.org/events/MAR-X...
Quantum Machine Learning: Theory and Training
11:30 am – 2:30 pm, Friday March 21, Session MAR-X34, Anaheim Convention Center, 256A (Level 2)
summit.aps.org
March 17, 2025 at 4:25 PM
Reposted by Rupayan Bhattacharjee
Water wires are short-lived chains of water molecules linked by hydrogen bonds. Researchers have devised a way to measure them optically. The new technique could be used to study how water-wires influence proton transfer and other biochemical processes.
Shedding Light on Water Wires
Computational spectroscopy reveals a possible signature of strongly hydrogen-bonded wires in water and ice.
physics.aps.org
March 11, 2025 at 1:08 PM
Reposted by Rupayan Bhattacharjee
"I speculated on a new kind of forthcoming NISQ era defined by the birth of a Noisy Individual Semi-topological Qubit. To less blatantly rip off John Preskill’s famous acronym, I also—jokingly of course—proposed the alternative nomenclature POST-Q (Piece Of S*** Topological Qubit)."

Worth a read! 👇
Jason Alicea opines that topological quantum computing is entering the POST-Q era. High quality topological qubits are not likely to arise suddenly; rather (like other qubits) they will improve gradually over an extended period. Jason explains here.
quantumfrontiers.com/2025/03/05/w...
What does it mean to create a topological qubit?
I’ve worked on topological quantum computation, one of Alexei Kitaev’s brilliant innovations, for around 15 years now.  It’s hard to find a more beautiful physics problem, combining spectacula…
quantumfrontiers.com
March 6, 2025 at 8:15 AM
Reposted by Rupayan Bhattacharjee
Ever since the Turing test, the idea of having a dialogue with a machine to probe its cognitive abilities (‘thought’) has been inextricably associated with the field of AI.

"How to evaluate the cognitive abilities of LLMs"

www.nature.com/articles/s41...
March 3, 2025 at 9:15 AM
Reposted by Rupayan Bhattacharjee
In their roadmap, Microsoft described a protocol for demonstrating a topologically protected qubit. There is no publicly available evidence that this test has been conducted successfully. I hope we will hear more soon.

arxiv.org/abs/2502.12252
Roadmap to fault tolerant quantum computation using topological qubit arrays
We describe a concrete device roadmap towards a fault-tolerant quantum computing architecture based on noise-resilient, topologically protected Majorana-based qubits. Our roadmap encompasses four gene...
arxiv.org
February 19, 2025 at 6:26 PM
Reposted by Rupayan Bhattacharjee
Does P=NP? It’s one of the most fundamental problems in computer science. But, what is P? What is NP? We explain in our complexity class primer: https://buff.ly/2zQbD7I
February 10, 2025 at 9:04 PM
Reposted by Rupayan Bhattacharjee
Three keys to unlocking successful manuscripts

PDF Download
www.cell.com/matter/pdf/S...
January 30, 2025 at 2:50 AM
Reposted by Rupayan Bhattacharjee
I read this when it first came out, when I was taking grad classes and doing research. It's still just as important now as it was then, and a paper I think about a lot.
Three must read papers for PhD students. #scisky #PhD #science #research #academicsky

1. The importance of stupidity in scientific research

Open Access
journals.biologists.com/jcs/article/...
December 22, 2024 at 4:18 PM
Reposted by Rupayan Bhattacharjee
Myths around quantum computation before full fault tolerance: What no-go theorems rule out and what they don't
Myths around quantum computation before full fault tolerance: What no-go theorems rule out and what they don't
In this perspective article, we revisit and critically evaluate prevailing viewpoints on the capabilities and limitations of near-term quantum computing and its potential transition toward fully…
buff.ly
January 13, 2025 at 1:30 PM