Machine Learning Archives | The KGP Chronicle

May

13

2022

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Prediction of Crystal Properties through AI assisted Machine Learning – CrysXPP

Research & InnovationAI, Autoencoder, Computational Material Science, Crystal, Crystalline Materials, CrysXPP, Data Sparsity, Density Functional Theory, Indo-Korea Science and Technology Center, L3S, Machine Learning, NPJ Computational Materials, Opaque Data

Hearing the word crystals, people commonly recognize it to be a shiny material associated with a part of jewellery considering their shapes of flat faces with sharp angles. In actuality, crystalline materials have a much wider range of applications, for example in laser technology, optics, high-energy physics, biomedical technology and light-emitting diodes. Each area of application requires a specific type of material. New crystalline materials are constantly being tested to determine whether they have the desired properties. A crystal is scientifically defined by its microscopic atomic arrangement, not its macroscopic shape. Its crystallographic forms are sets of possible faces of…

Jan

03

2022

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By Poulami Mondal

Forbes 30 Under 30 – Alumnus Prof. Srijan Kumar

StoriesAI, alumnus, Artificial Intelligence, Data Science, Flipkart, Forbes 30 Under 30, Georgia Institute of Technology, Machine Learning, ML, Twitter’s Birdwatch, University of Maryland

IIT Kharagpur alumnus, Prof. Srijan Kumar has been included in Forbes 30 under 30 in Science, Class of 2022! Prof. Kumar is an Assistant Professor at the Georgia Institute of Technology. He is a specialist in AI, ML, and Data Science. In his attempt to make the internet a safer place he is involved in developing Data Science and Machine Learning solutions to combat fraudsters, trolls, and other malicious entities. His research has influenced Twitter’s Birdwatch platform. It is also implemented by Flipkart. An alumnus of the 2013 batch from the Computer Science and Engineering Department of the Institute, Prof.…

Mar

24

2021

2 Comments

By Shreyoshi Ghosh

Making Sanskrit Accessible through AI-based Text Processing

In-DepthAI, AIML, Artificial Intelligence, Computational Linguistics, language processing, Machine Learning, ML, multilingual, Natural Language Processing, NEP, NEP 2020, NLP, Sanskrit, text processing

Researchers at IIT Kharagpur are making Sanskrit accessible with their Artificial Intelligence-based system for processing Sanskrit texts There has been a renewed interest in Sanskrit since the announcement of NEP 2020. Various academic institutions both at school education as well as higher education are adopting various approaches for improving the reach of the language through training programs, research and outreach initiatives. While various digital resources have improved the accessibility and use of world languages and even regional languages, Sanskrit presents unique challenges in automated computational processing. In addition to the sheer volume and diversity, both stylistic and chronological, found in…

Feb

19

2021

6 Comments

By Poulami Mondal

Online Workshop on Accelerated Data Science

EventsAlgorithm, CCDS, cdac, Data Science, Deep Learning, Machine Learning, National Supercomputing Mission, Neural Network, workshop

The Centre for Computational and Data Science at IIT Kharagpur is organizing an Online Workshop on Accelerated Data Science in collaboration with NVIDIA Corporation, India and National Supercomputing Mission, C-DAC, Government of India, from February 21-22, 2021. In the workshop, the state-of-art theory and technologies for accelerated machine learning, as well as deep learning algorithms, will be covered. Also, the fundamentals of GPU computing with an emphasis on machine learning and deep learning algorithms will be presented. Further, several technologies and platforms for GPU acceleration of these algorithms will be elaborated. Topic List: Day 1: Fundamentals of GPU Architecture &…

Nov

24

2020

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By Shreyoshi Ghosh

AI4ICPS Setting Pace for India’s Transition to Smart Industry Hub

In-DepthAI, AIML, Artificial Intelligence, Industry 4.0, Machine Learning, Smart Industry

IIT Kharagpur is all set to transform the nation’s industrial sector with scalable application of Artificial Intelligence (AI) and Machine Learning (ML) in Cyber-Physical Systems (CPS) under the National Mission on Interdisciplinary Cyber-Physical Systems (NM-ICPS). The Institute has recently set up a special purpose vehicle, the IIT Kharagpur AI4ICPS I Hub Foundation for translation of academic research at the proof of concept level to industrially scalable products and processes, focused on AI interventions to CPS. “While research has been happening in AI&ML for decades, mostly limited to software with limited inclusion in consumer goods and daily used gadgets; graduating innovation…

Sep

10

2020

2 Comments

By Shreyoshi Ghosh

New AI Diagnostics for Lung Diseases

In-DepthArtificial Intelligence, chronic, Chronic Obstructive Pulmonary Diseases, comorbidity, COPD, covid, diagnostic, diagnostics, disease, health tech, Internet of Things, IOT, lung disease, Machine Learning, medical, medical devices, Medical Technology, pulmonary disease, respiratory

AI and IoT based Diagnostic Device for Chronic Obstructive Pulmonary Diseases developed by IIT Kharagpur Chronic Obstructive Pulmonary Disease (COPD) is a common chronic respiratory disease caused by exposure to harmful gases and particulate matters, with a high health burden on the country’s healthcare services and society. For long, the medical community has been depending on patient history and clinical symptoms for disease diagnosis, which often prevents early detection of the disease and advancing of the disease adds to the medical bill through frequent hospitalizations. Researchers at IIT Kharagpur have developed an affordable diagnostic intervention for Chronic Obstructive Pulmonary Disease…

Oct

09

2018

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By Chirosree Basu

Eat, pray, love Artificial Intelligence

EventsAI, boot camp, CoE for AI, IIT Kharagpur, industry experts, Machine Learning, student, up.AI summit

In one of the most impressive student events organized at IIT Kharagpur, teachers, students, industry experts came together to talk Artificial Intelligence. Spelled up.AI and pronounced “Upay” or ‘solution’ in Hindi, the up.AI summit from October 5-7 tried to delve into the problems – illiteracy, hunger, disease, natural disasters – and how AI can be used to solve them. Up.AI was organized by the Computer Science and Engineering Department of IIT Kharagpur and its newly established Centre of Excellence for Artificial Intelligence. The meet not only focused on the thematic areas of AI, but also its practical applications. Speakers, -…