Tahsin’s CSE Research Areas V: Parallel and Distributed Computing

Books

  • Programming on Parallel Machines: GPU, Multicore, Clusters and More by Norm Matloff

Practice

  • Akka in Action by Raymond Roestenburg, Rob Bakker and Rob Williams
  • Foundations of Python Network Programming book by John Goerzen

Tools

  • Scala: Akka
  • C/C++
  • Python

Tahsin’s CSE Research Areas IV: Computational Science and Engineering

Books

  1. Numerical Methods for Engineers by Raymond Canale and Steven C. Chapra

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Creation: Love; Power; Possession; Creativity and Invention; Spiritual power; Care; Religion; Judgement; Happiness and feelings; Competition, Being top; Adventure, Thrill, Mystery; Social, Family.

Order instead of chaos. Creation instead of destruction. Justice instead of evil.

Tahsin’s CSE Research Areas I: Artificial Intelligence, Big Data and Machine Learning

Subareas

  • Knowledge Representation
  • Machine Learning
  • Computer Vision
  • Natural Language Processing
  • Big Data, Data Science, Data Mining

Books

Theory

  1. Artificial Intelligence: A Modern Approach by Stuart Russell and Peter Norvig
  2. Artificial Intelligence by Elaine A. Rich and Kevin Knight
  3. Artificial Intelligence by Patrick Winston
  4. Machine Learning by Tom Mitchell
  5. Computer Vision by Linda Shapiro and George Stockman
  6. Speech and Language Processing by Daniel Jurafsky and James H. Martin

Practice

  1. Paradigms of Artificial Intelligence Programming: Case Studies in Common Lisp by Peter Norvig
  2. Prolog Programming for Artificial Intelligence Ivan Bratko
  3. Programming Collective Intelligence by Toby Segaran
  4. Programming the Semantic Web by Colin Evans, Jamie Taylor, and Toby Segaran
  5. Introduction to Machine Learning with Python by Andreas C. Müller and Sarah Guido
  6. Machine Learning with Python Cookbook by Chris Albon
  7. Programming Computer Vision with Python by Jan Erik Solem
  8. Natural Language Processing with Python by Edward Loper, Ewan Klein, and Steven Bird
  9. Data Analysis with Open Source Tools. by Philipp K. Janert
  10. Doing Data Science by Cathy O’Neil and Rachel Schutt
  11. Hadoop: The Definitive Guide by Tom White
  12. Spark: The Definitive Guide by Bill Chambers, Matei Zaharia
  13. MongoDB: The Definitive Guide by Shannon Bradshaw, Eoin Brazil, Kristina Chodorow
  14. Cassandra: The Definitive Guide by Eben Hewitt and Jeff Carpenter

Tools

  • Scala
  • Clojure
  • Common Lisp
  • Python: Scikit-learn, TensorFlow, Keras, Theano, PyTorch, NLTK
  • R
  • Hadoop
  • Spark

Published Papers

Chemical Engineering II

 

Computing: Chemical Computer, DNA Data Storage.

Biomimicry at molecular level: Self-replicating chemical system, Molecular machines, A set of molecules capable of accomplishing a complex task.

Biomimicry at physiological level: Synthetic Chemico Electromechanical system (example from nature: Heart), Synthetic Chemico Electrical system (e.g, neuron, central nervous system), Synthetic Chemico Mechanical system (e.g., digestive system), Synthetic Chemico Optical system (retina).

Environment: Molecular systems that interact with environment. 

 


 

  • … is pure in heart.
  • Parts of Tahsin’s character have been portrayed as protagonist in arts and literature; Bengali readers: Misir Ali, Shuvro, Himu; Indians: 3 Idiots

Bio / Biomedical Engineering

 

Cure: Curing Cancer, Alzheimer’s, Parkinson’s disease, Curing blindness, Gene therapy, Tissue engineering

Medical Gadgets: Non-invasive lightweight health diagnostics system

Enhancement: Infrared vision, Enhanced Immune system  

Synthetic Biology: De-extinction / Resurrecting extinct species, De-extinction of Dinosaur; Genetically modified organisms, Intelligent Mouse, Talking Chimpanzee

Science: Brain, Genome, Cell

Vehicle Engineering

 

Flying Car, Self Driving Car, Electric Car, Fuel Cell Vehicle, Hover Bike, Jet Pack, Backpack Helicopter, Self-balancing Two-wheeled Electric Transportation Device (Segway), Transforming Vehicle / Transformer Car, High Speed Train, Maglev Train, Vactrain, Hyperloop, Self Driving Truck

Mega Cruise Ship, Autonomous Cargo Ship, Self Sailing Ship, Amphibious Vehicle, Submarine Tourism

Micro Air Vehicle, Self Flying Plane, Electric Plane, Supersonic Transport

Electrical & Optical Engineering

 

Retrotronic (“A future that never happened”) technologies, Organic electronics, Plastic electronics, Flexible electronics, Flexible displays, Flexible electronic newspaper, 3d display & Holography, Optical Computing, Light-based processor, Neuromorphic computing, Brain inspired chip.

 


Academia:

  • Scientific / mathematical discoveries;
  • Writing Textbooks, Research Papers;
  • Pioneering new fields / subfields of study;
  • Solving famous problems, Defining & solving new ones;
  • Developing theoretical framework for new / existing / currently underdeveloped areas;
  • Inventing new technologies, Defining & developing theoretical framework for new engineering fields / subfields to study those technologies (Academia <> Industry, Engineering Science).

Chemical Engineering

 

Chemical Computer, DNA Data Storage, Self-replicating chemical system, Synthetic Chemico Electromechanical system (example from nature: Heart), Synthetic Chemico Electrical system (e.g, neuron, central nervous system), Synthetic Chemico Mechanical system (e.g., digestive system), Synthetic Chemico Optical system (retina).