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Optimizing Variational Quantum Algorithms with qBang: Efficiently Interweaving Metric and Momentum to Navigate Flat Energy Landscapes

David Fitzek1,2, Robert S. Jonsson1,3, Werner Dobrautz4, and Christian Schäfer1,51Department of Microtechnology and Nanoscience, MC2, Chalmers University of Technology, 412 96 Gothenburg, Sweden2Volvo Group...

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Here comes the SU(N): multivariate quantum gates and gradients

Roeland Wiersema1,2, Dylan Lewis3, David Wierichs4, Juan Carrasquilla1,2, and Nathan Killoran41Vector Institute, MaRS Centre, Toronto, Ontario, M5G 1M1, Canada2Department of Physics and Astronomy, University...

Efficiently fine-tune the ESM-2 protein language model with Amazon SageMaker | Amazon Web Services

In this post, we demonstrate how to efficiently fine-tune a state-of-the-art protein language model (pLM) to predict protein subcellular localization using Amazon SageMaker. ...

Ultrahigh-dose rate X-ray platform lines up for FLASH radiobiological research – Physics World

<a data-fancybox data-src="https://platoblockchain.net/wp-content/uploads/2024/02/ultrahigh-dose-rate-x-ray-platform-lines-up-for-flash-radiobiological-research-physics-world.jpg" data-caption="First beamline experiments First author Nolan Esplen at the FLASH Irradiation Research Station at TRIUMF. (Courtesy: Luca Egoriti)" title="Click to open...

A hybrid quantum algorithm to detect conical intersections

Emiel Koridon1,2, Joana Fraxanet3, Alexandre Dauphin3,4, Lucas Visscher2, Thomas E. O'Brien5,1, and Stefano Polla5,11Instituut-Lorentz, Universiteit Leiden, 2300RA Leiden, The Netherlands2Theoretical Chemistry, Vrije Universiteit, 1081HV...

How BigBasket improved AI-enabled checkout at their physical stores using Amazon SageMaker | Amazon Web Services

This post is co-written with Santosh Waddi and Nanda Kishore Thatikonda from BigBasket. BigBasket is India’s largest...

Radio Maps May Reveal the Universe’s Biggest Magnetic Fields | Quanta Magazine

IntroductionBy making maps of the magnetic fields hidden inside massive galaxy clusters, astronomers are getting closer to finding the origin of cosmic magnetism. “These are...

Hamiltonian variational ansatz without barren plateaus

Chae-Yeun Park and Nathan KilloranXanadu, Toronto, ON, M5G 2C8, CanadaFind this paper interesting or want to discuss? Scite or leave a comment on SciRate.AbstractVariational...

Plants Find Light Using Gaps Between Their Cells | Quanta Magazine

IntroductionOn a shelf lined with terra cotta pots, herbs bend their stems toward the nearest window. In a field of golden wildflowers, leaves rotate...

A full circuit-based quantum algorithm for excited-states in quantum chemistry

Jingwei Wen1,2, Zhengan Wang3, Chitong Chen4,5, Junxiang Xiao1, Hang Li3, Ling Qian2, Zhiguo Huang2, Heng Fan3,4, Shijie Wei3, and Guilu Long1,3,6,71State Key Laboratory of...

A Case for Distributed Computing for LLMs in Fintech

Previous year i.e., 2023 has clearly been a standout year in terms of advancements in field of AI domain. Traditionally it’s always been felt...

Amazon SageMaker model parallel library now accelerates PyTorch FSDP workloads by up to 20% | Amazon Web Services

Large language model (LLM) training has surged in popularity over the last year with the release of several popular models such as Llama 2,...

Superconducting electrode controls spin waves in a magnet – Physics World

Placing a superconducting electrode on top of a thin magnet makes it possible to manipulate...

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