Τα φάρμακα μέσω της αλληλεπίδρασης τους κυρίως με συγκεκριμένες πρωτεΐνες-στόχους, ρυθμίζουν βιοχημικά μονοπάτια και φυσιολογικές λειτουργίες με στόχο την πρόληψη και τη θεραπεία των διαφόρων ασθενειών. Το αυξανόμενο κόστος και οι μακροχρόνιοι περίοδοι ανάπτυξ…
Přestože kvantové počítání stále není používáno v reálných aplikacích, jeho studium je nezbytné pro pochopení konceptů kvantového počítání a rozšíření znalostí o jeho možnostech. Tato práce porovnává kvantové strojové učení s kernelovými metodami v důsledku je…
[pt] Redes neurais profundas são responsáveis pelo grande progresso em diversas tarefas perceptuais, especialmente nos campos da visão computacional,reconhecimento de fala e processamento de linguagem natural. Estes resultados produziram uma mudança de paradig…
Bruit et capacité d'apprentissage en apprentissage automatique quantique Cette thèse est consacrée à l'exploration de l'interface entre l'informatique quantique et l'apprentissage automatique, en mettant l'accent sur les effets du bruit et de la décohérence. D…
El desarrollo de tesis presentado se centra en el uso de un circuito variacional cuántico para lograr la descomposición unitaria de un algoritmo cuántico. El estudio utiliza técnicas de optimización clásicas y explota las propiedades cuánticas como el entrelaz…
Quantum computation is an emerging computing paradigm with the potential to revolutionise the world of information technology. It leverages the laws of quantum mechanics to endow quantum machines with tremendous computing power, thus enabling the solution of p…
The goal of generative machine learning is to model the probability distribution underlying a given data set. This probability distribution helps to characterize the generation process of the data samples. While classical generative machine learning is solely…
Quantum computing is an interdisciplinary field at the intersection of computer science, mathematics, and physics that studies information processing tasks on a quantum computer. A quantum computer is a device whose operations are governed by the laws of quant…
Quantum computing performs calculations by using physical phenomena and quantum mechanics principles to solve problems. This form of computation theoretically has been shown to provide speed ups to some problems of modern-day processing. With much anticipation…
This thesis focus on the overlap of first principle quantum methods and machine learning in computational chemistry and materials science, commonly referred to as Quantum Machine Learning (QML). Assessing and benchmarking the performance of existing machine le…
We use reinforcement learning techniques to optimize the Quantum Approximate Optimization Algorithm when applied to the MaxCut problem. We explore Q-learning based techniques both for continuous and discrete action environments with regular and irregular graph…
أنا مساعد المستودع. اسألني عن الرسائل والأطاريح حسب الموضوع أو الجامعة أو الدولة أو السنة أو الدرجة، أو اطلب أعداداً وإحصاءات.
يجيب من قاعدة بيانات المستودع فقط، ولا يخترع سجلات أو أرقاماً. لا يُحفظ ما تكتبه على الخادم.
قد يخطئ المساعد أحياناً، فراجع المصادر المرفقة.
