Computational hardness - PowerPoint PPT Presentation

Get all the information you need about the M.Tech. (Computational and Data Science) course structure, duration, core courses, soft core courses, dissertation, and electives.

1 views • 14 slides

Universal two-qubit computational register for trapped ion quantum processors, including state preparation, gates, and benchmarking. The experimental setup and results are discussed.

0 views • 14 slides

The basic structure of MPICH and its features in Computational Physics Lecture 18. Understand how MPI functions are used and linked with a static library provided by the software package. Explore how P4 offers functionality and supports parallel computer systems. Discover the concept of clusters in

0 views • 38 slides

This lecture explores the connection between computational complexity and cryptography, focusing on topics like pseudorandom functions, public-key cryptography, and learning from Gaussians. It delves into the implications of cryptographic reductions, lower bounds for learning MLPs, and the existence

0 views • 22 slides

Dive into the world of signed integers, extensions, truncations, and addition in computer science with a focus on how negative values are represented and operated on. Explore concepts like sign-magnitude and two's complement representations, uncovering the intricacies of handling integers in computa

5 views • 25 slides

OBPMark and OBPMark-ML are computational benchmarks developed by ESA and BSC/UPC for on-board data processing and machine learning in space applications. These benchmarks aim to standardize performance comparison across different processing devices, identify key parameters, and provide recommendatio

10 views • 20 slides

Computational thinking is a critical skill for the digital age, involving problem-solving techniques that enable computers to process information effectively. It precedes programming and requires breaking down complex problems into manageable steps. Educators emphasize computational thinking exercis

7 views • 4 slides

This Master's program offers a comprehensive curriculum focusing on Artificial Intelligence, Computational Drug Discovery, and Development. With a blend of cutting-edge technologies and practical applications, students delve into techniques, AI/ML, big data mining, modeling, and more. Through intens

1 views • 7 slides

Earth's crust is composed of rocks made up of different minerals, which are naturally occurring, inorganic solids with distinct atomic structures and chemical compositions. Minerals exhibit properties like solidity, natural occurrence, inorganic nature, fixed composition, and crystal form. Identifyi

2 views • 20 slides

Explore the fascinating fields of Computational Linguistics and Natural Language Processing (NLP), delving into their development, applications, and significance. Learn about the study of human languages in computational models, the importance of corpora in linguistic research, and the various types

3 views • 33 slides

Explore the importance of grouping materials based on their properties, such as appearance, hardness, solubility, density, and transparency. Discover how materials are classified and grouped, benefitting us in organization, efficiency, and study. Learn about the significance of material characterist

0 views • 15 slides

Water plays a crucial role in the food industry, particularly in the dairy sector. This article explores the types of water, focusing on hard and soft water, and discusses temporary and permanent hardness. It also delves into various treatments for water hardness, such as the cold lime method, base

1 views • 27 slides

Exploring the challenges in proving major lower bounds for computational complexity, focusing on the Hardness Magnification and Minimum Circuit Size Problem (MCSP). Discusses the difficulties in proving weak and strong LBs, highlighting recent theorems and barriers that impact progress in the field.

0 views • 21 slides

Quality control tests play a crucial role in ensuring the safety and efficacy of tablet products. This article discusses various parameters like general appearance, size, shape, unique identification markings, organoleptic properties, hardness, friability, weight variation, and content uniformity th

1 views • 11 slides

Water technology in the field of Engineering Chemistry explores sources of water, major impurities, hardness of water, and distinctions between hard and soft water. The content delves into the impact of mineral concentrations on soap lathering, categorizes hardness into temporary and permanent forms

1 views • 72 slides

Metals can be categorized into ferrous and non-ferrous based on the presence of iron. Ferrous metals contain iron, while non-ferrous metals do not. Each type has distinct properties like toughness, tensile strength, elasticity, plasticity, ductility, malleability, and hardness. Heat treatment proces

0 views • 9 slides

Recent applications of the Birthday Repetition technique have demonstrated the quasi-polynomial time hardness in various computational problems, including AM with k provers, Dense CSPs, Free games, and Nash equilibria. These applications also explore the potential implications in signaling theory an

0 views • 18 slides

BPP=P requires certain complexity theoretical hardness assumptions. Recent advancements aim for extreme high-end PRGs based on stronger assumptions, presenting challenges in black-box proofing and loss factors. The cost of hybrid arguments for PRGs is analyzed, highlighting the need for qualitativel

2 views • 14 slides

In the age of vast data growth, tackling complex computational problems is crucial. Statistical physics can provide insights into handling the new challenges arising from the exponential increase in data. As we delve into understanding the complexity of computational tasks, it becomes evident that e

0 views • 24 slides

This lecture outlines the structure and query process of Priority Search Trees (PST) in computational geometry. It covers heap-based point queries, range trees for windowing queries, handling query ranges in 1D and 2D spaces, and using heaps to efficiently handle query ranges. The content discusses

1 views • 18 slides

Explore the MIT course "Foundations of Cryptography" offering insights on cryptography, key themes like adversarial thinking and computational hardness, historical context, and the significance of security proofs via reductions. Learn about the course staff, topics covered, and intellectual origins

1 views • 33 slides

Irina Tezaur leads the Quantitative Modeling & Analysis Department, focusing on computational modeling and simulation of complex multi-scale, multi-physics problems. Her work benefits DOE nuclear weapons, national security, and climate missions. By employing innovative techniques like model order re

0 views • 6 slides

Explore the realm of constraint satisfaction problems, from Max-Cut to Unique Games, delving into approximation algorithms and NP-hardness. Dive into open questions surrounding the Unique Games Conjecture, the hardness of Max-Cut approximations, and the quest to approximate the Balanced Separator pr

0 views • 25 slides

Computational Biology combines computational methods with molecular biology to solve biological problems. Explore topics like proteins, DNA, RNA, and genetics, learning about amino acids, nucleotides, and the genetic code. Understand the evolutionary processes of mutation and natural selection.

0 views • 21 slides

Dentin is a vital component of teeth, featuring various structural units such as dentinal tubules. This calcified tissue determines tooth shape, hardness, and radiolucency. It plays a significant role in supporting enamel, cementum, and pulp, with dentinal tubules housing odontoblast processes. Dent

0 views • 29 slides

Practical private-key cryptography can be done without advanced math, but understanding computational number theory is essential for public-key encryption. This field focuses on the computational difficulty of problems, analyzing algorithms' running times, classifying problems as easy or hard based

0 views • 27 slides

Minerals are naturally occurring solid inorganic substances with definite compositions and structures. They are classified based on physical and chemical properties. This content discusses the definition of minerals, the conditions that classify gold as a mineral, distinguishing mineral characterist

0 views • 29 slides

Delve into the fundamentals of Computer Science and Computational Thinking through chapters discussing the nature of science, predictions in physics, and the distinction between Computer Science and Computer Information Systems. Explore the relationships between Math, Physics, and Computer Science i

0 views • 29 slides

Reviewing radiation hardness testing, dose estimates, and measurements at LUXE, this content delves into the use of sapphire detectors in high-energy physics experiments. Highlighting sapphire's material properties, such as high radiation resistance, low cost, and specific characteristics, the text

0 views • 13 slides

Our project for The Cadenza Challenge 2023 focused on improving audio for headphone users with hearing loss by integrating Spleeter's deep learning capabilities. We utilized N-ALR prescriptions, Butterworth bandpass filters, and Dynamic Range Compression to enhance audio quality. By leveraging advan

0 views • 19 slides

The North American Computational Linguistics Olympiad (NACLO) is a competition for high school students interested in linguistics, languages, and computation. It consists of an Open Round in January and an Invitational Round in March, with no prerequisites needed. Participants tackle easy problems i

0 views • 4 slides

Delve into the realm of TFNP hardness and complexity through discussions on the journey from NP to TFNP, TFNP total function NP, barriers for proving TFNP hardness, Impagliazzo's Five Worlds, and more. Explore the nuances of NP, coNP, P, and NP completeness while pondering the weakest assumptions un

0 views • 36 slides

The Mississippi Center for Supercomputing Research (MCSR) supports computational research in various fields like Chemistry, Bioinformatics, Physics, Engineering, and Computer Science for Mississippi IHLs. They provide training to optimize computational resources, offer classes for computational trai

0 views • 23 slides

In this series of images and text snippets, the discussion revolves around the emerging field of computational theories of brain function. Various aspects such as symbolic memories, the relationship between the brain and computation, the emergence of the mind from the brain, and computational thinki

0 views • 53 slides

Explore the world of Computational Earth Science with Bill Menke as the instructor and Emily Glazer as the teaching assistant. The course aims to help you become proficient in applying Python-based computational methods to understand dynamic Earth Science phenomena. Through modeling, you will gain i

0 views • 34 slides

Dive into the world of expander graphs and their diverse applications in communication networks, group relations, and computational complexity theory. Gain insights into the fundamental properties of graphs, the concept of graph expansion, and intriguing problems such as hardness results for linear

0 views • 18 slides

Understanding welding heat flow and cooling rate calculations is essential for determining the critical cooling rate in welding processes. Factors such as plate thickness, number of passes, and relative plate thickness play a crucial role in selecting the appropriate equations for calculating coolin

0 views • 10 slides

The workshop at the 8th EAI International Conference on Design, Learning & Innovation (DLI 2023) in Aalborg aims to delve into the application of computational play with mathematics in early childhood education. Through live sessions and discussions, opportunities and challenges in utilizing computa

0 views • 7 slides

High-tech advanced monolithic sensors are pivotal in conducting radiation hardness studies for the CBM MVD project. Leakage currents, radiation tolerance, and measurement techniques are explored, providing insights into current challenges and potential solutions in sensor technology development.

0 views • 8 slides

Exploring the computational complexity of low-polynomial-time problems, this workshop delves into the Orthogonal Vectors Problem and its conjectures. It introduces concepts like the Sparse OV Problem, first-order graph properties, and model checking in graphs. Discussing the hardness of problems rel

2 views • 22 slides