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AshiteshMay 31 · 39 min read

JAX Quantum Research Suite: A Unified, Hardware-Accelerated, Differentiable Simulator for NISQ-Era Algorithm Research Across GPU and Cloud TPU Clusters

We present the JAX Quantum Research Suite, a high-performance, differentiable quantum circuit simulator spanning two co-existing hardware acceleration layers: a GPU division targeting NVIDIA RTX-class

ashitesh.me

Pranav_GuptajiFeb 27 · 5 min read

Python: The Language Powering the Future of Data, AI, and Quantum Computing

Introduction In the rapidly evolving world of technology, few programming languages have achieved the global impact and adoption of Python. From beginners writing their first lines of code to research

pranavgupta-blog.hashnode.dev

Shivam VishwakarmaFeb 1 · 7 min read

Maximizing AI Model Efficiency: A 2025 Guide to Quantum Machine Learning Integration

The world of Artificial Intelligence is evolving at an unprecedented pace, with new models and applications emerging daily. However, this rapid advancement comes with a significant challenge: the escalating computational demands and energy consumptio...

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Pushkar KharadMay 27, 2025 · 3 min read

Understanding Quantum Randomness: A Beginner's Perspective 📅: 27 May 2025

"God does not play dice with the universe."— Albert Einstein “Einstein, stop telling God what to do.”— Niels Bohr These quotes capture one of the deepest arguments in physics: Is randomness real? In classical physics, randomness often feels like a l...

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Rajesh TatavarthyFeb 3, 2025 · 8 min read

Quantum Chips - A Bridge to the Quantum Realm

Scientists around the world say that the 19th century was the Age of Machines, 20th century was the Age of Information and the 21st century is the Age of Quantum. This age of quantum is a spectator of new technology evolution that existed never befor...

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Pietro ZanottaSep 19, 2024 · 8 min read

Computing Gradients of Quantum Circuits using Parameter Shift Rule

Variational Quantum Algorithms (VQAs) are regarded as one of the most promising approaches for leveraging near-term quantum devices as they combine the power of quantum circuits with classical optimization to solve problems in chemistry, material sci...

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JAYKUMAR SOLANKIAug 13, 2024 · 1 min read

Quantum Computer

Quantum computing is a multidisciplinary field comprising aspects of computer science, physics, and mathematics that utilizes quantum mechanics to solve complex problems faster than on classical computers. The field of quantum computing includes hard...

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Pietro ZanottaAug 7, 2024 · 10 min read

Quantum Boltzmann Machines

Quantum Boltzmann Machines (QBMs) are at the cutting edge of quantum machine learning, offering a novel extension of classical Boltzmann machines through the lens of quantum mechanics. These models take advantage of quantum principles to push the bou...

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Rakesh VenkatApr 21, 2024 · 6 min read

Introduction to Quantum Machine Learning (QML)

Prelude My love for Quantum Physics rekindled in 2017 while studying the foundation of mathematics used in Machine Learning and Deep Learning. Another interesting branch gaining momentum is Quantum Machine Learning (QML) - an intersection between Qua...

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Trisha BanerjeeJan 27, 2024 · 3 min read