Prof Partha P Chakrabarti’s areas of interest include Artificial Intelligence (AI), Formal Methods, Cognitive Science, CAD for VLSI & Embedded Systems, Algorithm Design and Digital Repositories.
His main focus is in the area of Artificial Intelligence Algorithms and Development of Automated Reasoning Frameworks that combine search, optimization, deduction, learning and decision making, especially under time and memory constraints. He is interested in applications of the above methods to design, analysis, synthesis, scheduling and verification of complex fault tolerant embedded real-time systems including digital, mixed signal, automotive, microfluidics, etc.
He is also interested in design of large complex digital repositories and leads the National Digital Library of India
He is also keen in developing teaching innovations and academic networks. He has led national efforts on GIAN, SPARC and has been a key contributor to NPTEL, T10KT, Pedagogy, etc.
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Heuristic search through islands by Chakrabarti, P.P., Ghose, S., DeSarkar, S.C Artificial. Intelligence 29 339 - 347 (1986)
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Layout-Aware Mixture Preparation of Biochemical Fluids on Application-Specific Digital Microfluidic Biochips by Sudip Roy, Partha Pratim Chakrabarti, Srijan Kumar, Krishnendu Chakrabarty, Bhargab B. Bhattacharya ACM Trans. Design Autom. Electr. Syst., 20(3) - (2015)
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Heuristic search in restricted memory by Chakrabarti, P.P., Ghose, S., Acharya A. and DeSarkar, S.C Artificial Intelligence 41 197 - 221 (1989)
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Algorithms for searching explicit AND/OR graphs and their applications to problem reduction search by Chakrabarti, P.P. Artificial Intelligence 65 329 - 345 (1994)
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Searching Game Trees under a Partial order by Dasgupta, P., Chakrabarti, P.P., De Sarkar, S.C. Artificial Intelligence 82 237 - 257 (1996)
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Partial Precedence Constrained Scheduling by Chakrabarti, P.P. IEEE Transactions on Computers 48 (10) 1127 - 1130 (1999)
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A synthesis system for analog circuits based on evolutionary search and topological reuse by T. R. Dastidar, P. P. Chakrabarti, P. Ray IEEE Transactions on Evolutionary Computation 9(2) 211-224 (2005)
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Algorithms for Generating Ordered Solutions for Explicit AND/OR Structures by Priyankar Ghosh, Amit Sharma, P. P. Chakrabarti, Pallab Dasgupta Journal of Artificial Intelligence Research 44 275-333 (2012)
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Robustness Analysis of Embedded Control Systems with respect to Signal Perturbations: Finding Minimal Counterexamples using Fault Injection by S. G. Vadlamudi, P. P. Chakrabarti IEEE Transactions on Dependable and Secure Computing (TDSC) 48-58 (2014)
Principal Investigator
- Advisor for Computer Science at Ashoka University Ashoka University
- AI Education for Schools IIT ALUMNI & OTHER DONOURS
- Capillary Technologies-IIT Kharagpur Joint R&D Program Capillary Technologies International Pte Limited
- Development of National Digital Library of India as a Digital Knowledge Asset of the Nation Ministry of Human Resource Development, Department of Higher Education, Government of India
- GENERAL MOTORS ECS CRL FOR EDUCATION General Motors Technical Centre India Pvt. Ltd.
- National Digital Library of India (NDLI) Phase-III Ministry of Education
- Principal Advisor to TCG-CREST TCG Centres for Research and Education in Science and Technology
- Principal Advisor to University of Dubai Project Educare International Foundation FZ-LLC
- SYNOPSYS CAD LABORATORY PROJECTS Synopsys (India) Pvt.Ltd.
Co-Principal Investigator
- Centre of excellence for training and research in Microfluidics IIT KHARAGPUR
- Exploring Human and Machine Cognition: Building a Learning Analytics Portal
of AI Assisted Problem Solving Models for Visuo-Spatial Tasks (1817_ZBSA) Department of Science and Technology (DST)
- ML and RL based Predictive Modeling Tool for Spatio-Temporal Temperature map on a Multi-core CPU under Dynamic Workloads Google Asia Pacific Pte Ltd.
Ph. D. Students
Abhishek Kumar
Area of Research: Software Engineering
Ashutosh Verma
Area of Research: Artificial Intelligence and Machine Learning
Das Adhikary Debjyoti Tushar
Area of Research: Artificial Intelligence
Ganesh Sahadeo Meshram
Area of Research: Microfluidics
Shubhajit Datta
Area of Research: Deep learning
Sista Raviteja
Area of Research: Surgical Video Analytics and Surgical Informatics
Sourasis Das
Area of Research:
Subrangshu Kumar Das
Area of Research: Cryptography
Suparnakanti Das
Area of Research: Artificial Intelligence and Security
Swarnava Dey
Area of Research: AI and Deep Neural Networks