A deep neural network learns feedback-control protocols that convert information obtained from measuring a fluctuating nanosystem into heat or work. Read go.aps.org/43jEkUt Molecular Foundry Berkeley Lab #PRXmachinelearning #PRXjustpublished #openaccess

Despite what you see here on Twitter and all the hype, GPT-5 is not being trained right now, nor will it be for some time. GPT-4 took 6 months post training to ensure a safe and aligned model. This is likely to increase for future models. TLDR; focus on GPT-4!

We are pleased to inform you that our article, "Temporal information processing induced by quantum noise" has been published online today. This is the collaboration work with Keio QC group for diverting useful information from quantum computer noises. journals.aps.org/prresearch/abs…

Enantiomer detection via quantum Otto cycle, Mohsen Izadyari, M. Tahir Naseem, and Özgür E. Müstecaplıoğlu #StatisticalPhysics go.aps.org/3LxOGZV

Beat of a current, Pedro E. Harunari, Alberto Garilli, and Matteo Polettini Pedro Harunari Alberto Garilli uni.lu go.aps.org/3oThEL8

PRA Letter: Accelerated quantum control in a three-level system by jumping along the geodesics go.aps.org/3oH67OG

There are limits on the speed at which copper wires can move data between computers, and a transition to light speed will ultimately drive AI and high-performance computing forward. A Google #AI #supercomputer shows the potential of optical interconnects. tinyurl.com/46699u92

Delayed Hopf bifurcation and control of a ferrofluid interface via a time-dependent magnetic field, Zongxin Yu and Ivan C. Christov Purdue Mechanical Engineering #NonlinearDynamics #SoftMatter #Fluids go.aps.org/42OQpjy

A phase transition in out-of-equilibrium dynamics can occur with a rather simple mechanism: a small change in a parameter can force the system to explore completely different configurations during the relaxation process go.aps.org/3BDdxWv

PRX Life 1, 013003 (2023) - Thermodynamic Limits of Sperm Swimming Precision journals.aps.org/prxlife/abstra…

Titan arum (ショクダイオオコンニャク） is in bloom at our university, right now! 213cm high and a little smelly

Apple、iMessageに「ポスト量子暗号」　安全性を強化：日本経済新聞 nikkei.com/article/DGXZQO…

Our paper with Yoshihiko Hasegawa “Thermodynamic Trade-Off Relations in Trace-Preserving Completely Positive Maps and Its Observation on a Quantum Computer” is now on arXiv. We derive and experimentally validate thermodynamic trade-offs in quantum computing. arxiv.org/abs/2402.19293

以前の指導教員である豊田正史教授Masashi Toyoda 豊田正史との論文がScientific Reportsに掲載されました。 東京都内のCOVID-19伝播を位置情報データによって125m四方でモデル化します。行政が注視すべき地区を相関ベースで抽出する手法です。 nature.com/articles/s4159…

以前うちにいた石田君の論文がSci. Rep.に掲載されました。携帯電話の位置情報を用いてCOVID-19の感染拡大と関連し得る区画を125m四方の粒度で抽出します。東京都の特定の区の感染ルートが主に都心からの輸入だったのが、次第に地域感染に移行する様子が可視化されています。 nature.com/articles/s4159…

Our paper with Yoshihiko Hasegawa is out in Phys. Rev. E. We show quantum computers as unique testbeds for thermodynamic trade-offs, validating and saturating a general quantum thermodynamic uncertainty relation (a cost-precision bound) for the first time. link.aps.org/doi/10.1103/9x…

Our paper by Nobumasa Ishida and Yoshihiko Hasegawa "Energy Inference of Black-Box Quantum Computers Using Quantum Speed Limit" is now on arXiv. arxiv.org/abs/2512.15472

Our paper with Yoshihiko Hasegawa is now on arXiv. Cloud quantum computers are black boxes to users. Using quantum speed limits, we estimate the mean/var of the real gate Hamiltonians. The estimate 10^-27J agrees well with the literature. arxiv.org/abs/2512.15472

Our paper by Nobumasa Ishida and Yoshihiko Hasegawa "Thermodynamic Recycling in Quantum Computing: Demonstration Using the Harrow-Hassidim-Lloyd Algorithm and Information Erasure" is now on arXiv. arxiv.org/abs/2601.07522