How does wireless communication help medical professionals in hospitals? In school and college, you will be required to write research papers. Assessing the effects of government policies, both in the public and private sectors. A smartphone in your pocket may be as powerful as your laptop. Moreover, the production of medicines itself has changed. Research Areas: computational molecular biology, as well as its interface with machine learning and algorithms. While working with individual patients, they will be able to consider multiple factors with the help of data provided. Research Areas: Software engineering; software engineering education. Algorithms for problems under real-life assumptions. ), Develop a software package for explainable AI, Adapt explainable AI research to a consumer-facing problem, Research Areas: Formal methods, program analysis, logic decision procedures, Finding bugs in open source software using automatic verification tools, Software verification (program analysis, model checking, test generation), Decision procedures for logical reasoning (SAT solvers, SMT solvers), Research interests: machine learning methods and algorithms, efficient methods for mathematical optimization, regret minimization in games, reinforcement learning, control theory and practice. Independent Research: I have various research problems related to Pseudorandomness, Coding theory, Complexity and Discrete mathematics - all of which require strong mathematical background. This method is still in the stage of development. For example, the development of equipment helps medical professionals to save many lives. How can we defend end users as well as our critical network infrastructure from attacks? Good luck, and have fun! Develop, implement, and evaluate visualization tools for heterogeneous biological data. Transportation technologies: personal transportation pods. How to choose the right algorithm for machine learning? Note: I am open to projects that apply ideas from computer science to understanding aspects of human cognition in a wide range of areas, from decision-making to cultural evolution and everything in between. (Note: If you sign up with less than 24 hours notice, then the professor might not notice it in time to meet with you!). The high price of medicines is the number one reason why patients stop using prescriptions. It also tells us who we are, and even enables us to glimpse into the future! For example, middleboxes like firewalls, NATs, intrusion detection systems, and load balancers,adaptive measurement of network traffic, networking in challenged environments (e.g., developing regions, emergency situations, etc.). Generalized AI is supposed to be a copy of multitasking human intelligence. What is the patients interest in the real-time pharmacy? Communication technologies & cyberbullying. Developing new tools to improve government processes and offer policy alternatives. Obfuscation has numerous direct uses, such as protecting intellectual property in software, and can also be used as a building block for surprisingly powerful cryptographic applications. It uses binary logic (just like computers) to help solve problems in many areas. Here are some ideas on artificial intelligence research topics that you can look into: Biotechnology uses living organisms to modify different products. Additives and preservatives & human gut microbiome, The effect of citric acid on the orange juice: physicochemical level, Vegetable oils in mass production: compare & contrast, Time-temperature indicators & food industry, Food safety: a policy issue in agriculture today. But if you want to make a real change, you cant miss on researching medical and pharmaceutical, food and energy, and transportation areas. Declaring Computer Science for AB Students, Declaring Computer Science for BSE Students, Class of '25 & '26 - Departmental Requirements, Class of '24, '23, and '22 - Departmental Requirements, COS126 Precept Information For Students and Advisors, Independent Work Seminar Offerings - Fall 2022, http://www.cs.princeton.edu/research/areas/, http://www.cs.princeton.edu/research/projects/, Branko Glisic, Engineering Quad, Room E330, Mihir Kshirsagar, Center for Information Technology Policy, 315 Sherrerd Hall, Sharad Malik, Engineering Quad, Room B224, Prateek Mittal, Engineering Quadrangle, Room B236, Ken Norman, PNI 137 Neuroscience Institute, Caroline Savage, Office of Sustainability Phone:(609) 258-7513, cs35@princeton.edu, Janet Vertesi, Sociology Dept, Wallace Hall 122, David Wentzlaff, Engineering Quadrangle, Room 228, Bernard Chazelle, 194 Nassau St., Room 301, Help Future Computer Science Students Learn Computer Science (Remotely), Invention and Innovation -- Entrepreneurial Lessons for Computer Scientists (After?) Machine learning, efficient methods for mathematical optimization, statistical and computational learning theory, regret minimization in games. Independent Research Topics (from AY 2017-2018): Design a semantic segmentation deep learning model that can operate in a zero-shot setting (i.e., recognize and segment objects not seen during training), Develop a deep learning classifier that is impervious to protected attributes (such as gender or race) that may be erroneously correlated with target classes, Build a computer vision system for the novel task of inferring what object (or part of an object) a human is referring to when pointing to a single pixel in the image. Recently, efforts have been aimed at three main areas. The technology helps create personalized content for always demanding consumers. They apply advanced data analytics to optimize their work. All you would have to do is just order a VR (virtual reality) headset. It is hard to count how many research areas in technologies and computer science are there. Third-generation biofuels: algae vs. crop-based. Finally, I am always up for any ambitious coding project, or survey project in preparation (or not) to an undergrad thesis. Just use telehealth! Instrument Princeton's Green (HPCRC) data center, Investigate power utilization on an processor core implemented in an FPGA. Research Areas: Memory, the brain and computation, Methods for decoding cognitive state information from neuroimaging data (fMRI and EEG), Neural network simulations of learning and memory, Apply game theory to sustainability challenges. Here is a wide range of topics on biotechnology and its relation to agriculture, nanotechnology, and many more: One of the first areas that technologies affected was communications and media. Please see my group website at, Research Areas: computer vision, machine learning, deep learning, interpretability, explainable AI, fairness and bias in AI, Develop a technique for understanding AI models, Design a AI model that is interpretable by design, Build a paradigm for detecting and/or correcting failure points in an AI model, Analyze an existing AI model and/or dataset to better understand its failure points, Build a computer vision system for another domain (e.g., medical imaging, satellite data, etc. 2022 The Trustees of Princeton University. Gyroscopes as a solution for convenient public transportation. To do a project with an adviser outside of computer science you must have permission of the department. You can choose one topic from artificial intelligence research topics and start working on it right away! How much can we control our genetics, at what point do we cease to be human? Expansion, improvement, and evaluation of open-source distributed computing software. However, it is still in the stage of development. Living Did you know that time travel is possible? Bounded Storage Model: Traditionally, the security of cryptosystems relies on the adversary being time-bounded. How do social robots interact with humans? You can use the following examples of research questions on biotechnology for presentation or even a PhD paper! A project could also be based on writing a survey paper describing results from a few theory papers revolving around some particular subject. When you write a professor, be clear that you want a meeting regarding a senior thesis, and briefly describe the topic or idea that you want to work on. Also, thanks to using new technologies, doctors can collect exact data and provide the patients with correct diagnosis and treatment. Research areas: Distributed systems, high-throughput computing, computer science/engineering education. How soon we will see Elon Musks Hyperloop? Room 311, Computer Science Privacy Technologies: Privacy on the Internet is eroding rapidly, with businesses and governments mining sensitive user information. Theoretical questions related to incentives in applications like Bitcoin, the Internet, health care, etc. Natural algorithms (flocking, swarming, social networks, etc). Since humanity cannot be using fossil fuels forever, the research in the area of energy can be extremely fruitful. Maybe one of them will inspire you to do revolutionary research! Now, you dont even need to leave your place to get a doctors check-up. However, every CS independent work project must have a strong computer science element (even if it has other scientific or artistic elements as well.) "Post-quantum cryptography" aims to develop new quantum-secure cryptosystems that provably remain secure even againstquantum computers. In contrast, the bounded storage model leverages the limited storage capacity of the attacker to achieve security. Artificial intelligence tops the charts, of course. Design and implement a parallel application. How do robots improve safety in butchery? For instance, the first-generation smart grid tracks the movement of electric energy on the go and sends the information back. Study and develop methods to infer insights from data in different application areas, from science to search to finance to others. Research areas: Natural Language Processing, Deep Learning. However, engineering and biotechnology are not far behind. Room 211, Computer Science Caroline Savage, Office of Sustainability Phone:(609) 258-7513, cs35@princeton.edu It allows operations to be less invasive and precise. Any other interesting project in computational molecular biology. Carbon fiber as an optional material for unit load devices. How to save your smart car from being hijacked? Natural language processing vs. machine learning, Artificial intelligence in computer vision, Computer vision application: autonomous cars, Recommender systems: content-based recommendation vs. collaborative filtering, Internet of things & artificial intelligence: the interconnection. The future of the communication technologies. It makes the process of acquiring prior authorization much faster and easier. Statistical models for specific questions: Causal inference and instrumental variable analysis, Model checking with posterior predictive checks, Inference of undirected network from observational and time-series data, Research Areas: theoretical and computational linguistics, word sense disambiguation, lexical resource construction, English and multilingual WordNet(s), ontology. Thanks to that, doctors and scientists can store and access a tremendous amount of information. If you feel like saving lives is the purpose of your life, then technological research topics in the medical area are for you! So, lets start! Dismantle and document all of the components in modern electronics. For instance, recently, an influencer has become a trending career. It is hard to imagine how far communication and media can go. The following list of energy and power technology research paper topics can give you an idea of where to dig: The way we get our food has changed drastically with the technological development. How have social media changed communication? Do prescription drug monitoring programs really work? Nowadays, media is used not only for social interaction but for business development and educational purposes as well. Doctors are still in charge; they just control the robots from the other room. I am also coordinating the development of new grading and assessment infrastructure at Princeton, that will eventually be open-source and deployed at other universities. Our specialists will write a custom essayfor$13.00$10.40/page. Necessary and sufficient conditions for tractability of Weighted problems. Moreover, personal computers give an unlimited flow of information, which has changed the entire education system.