Research

Want to write your own college-level research paper? Apply to join our research team.

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Current Projects

Here's what we're working on right now.

Real-Time Prediction of Airborne Disease Spread using Machine Learning and Computational Fluid Dynamics

This study proposes a novel approach that combines advanced machine learning techniques with computational fluid dynamics to enable real-time forecasting of airborne disease transmission. Read the preliminary abstract here.

Multi-Factor Analysis of Climate Change using Regression and Time-Series Analysis of Greenhouse Gas Emissions

This study proposes the utilization of machine learning algorithms to construct a predictive model for assessing the impact of climate change based on various factors such as greenhouse gas emissions, land-use changes, solar radiation, and more. Read the preliminary abstract here.

Convolutional Neural Network-Based Brain Tumor Detection through Automated Segmentation of Medical Images

This paper proposes a Convolutional Neural Network (CNN)-based approach for automated segmentation of brain tumors in MRI images, leading to improved efficiency and accuracy in brain tumor detection, potentially reducing the need for invasive procedures or biopsies.

A Meta-Analysis of Machine Learning Algorithms for Accurate Prediction of Groundwater Levels in Arid Regions

This paper presents a meta-analysis of machine learning algorithms for accurate prediction of groundwater levels in arid regions, providing insights into the most effective ML algorithms for groundwater prediction and identifying areas for future research.

Automated Image Analysis for High-Throughput Screening of CRISPR-Cas9 Gene Editing Efficacy

This paper presents an automated image analysis method using machine learning techniques to accurately detect edited cells and quantify the editing efficiency in high-throughput screening of CRISPR-Cas9 gene editing efficacy.

An Empirical Evaluation of Supervised and Unsupervised Machine Learning Algorithms for Stock Price Prediction

This research paper evaluates various supervised and unsupervised machine learning algorithms for predicting stock prices, comparing the performance of various models and providing insights into the strengths and limitations of different approaches.

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To find your perfect mentor, we need to know a little bit about what you’d like to work on. Explain your project idea in no more than 150 words.
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Research project example ideas

These are some sample ideas. We encourage you to explore your interests and create your own, unique project!

Machine Learning-Based Diagnosis of Alzheimer's Disease

RESEARCH PAPER

Create a generalized classification model using three-dimensional architecture for Alzheimer's Disease diagnosis through magnetic resonance imaging. Evaluate this model on a database with brain scans, then determine the impact of ML on AD.

Using Augmented and Virtual Reality in Surgery

RESEARCH PAPER

Analyze the impact of augmented (AR) and virtual reality (VR) in surgery through datasets and models. Compare prior surgical technologies to new, modern surgical technologies that involve AR and VR.

School Lunch Reservation App

APP

Design and create an application that allows students to reserve school lunches, such that cafeterias are able to prepare an appropriate number of meals and combat waste.

Analyzing the Impact of Artificial Intelligence on Greenhouse Gas Emissions

RESEARCH PAPER

Research and analyze artificial intelligence (AI) and its impact on the environment, specifically carbon dioxide and other greenhouse gas emissions.

Machine Learning in Healthcare

BLOG

Create a blog compiled of shorter-length research papers that assess the impact of machine learning in different aspects of healthcare, possibly including cancer treatment and disease diagnosis.

The Impact of Blockchain Technology on the World

PODCAST

Create a podcast with episodes that each cover a different aspect Blockchain technology and its impact on the world. Topics may include the impact of cryptocurrency on the economy or how blockchain aids in money laundering.

How our research team works

What you'll do

With Codology, you have full creative freedom in developing their research projects. From writing a college-level research paper to creating an app, the world is your oyster.

How you'll do it

You'll plan out your project, then execute it. You'll also be able to do as much research as you want. You can publish a project anywhere from one to four times a month. The sky's the limit.

How you'll publish it

After you have finished your project, which usually takes a few weeks, we'll start the publishing process. Projects will be submitted to symposiums, scientific journals, and more. You'll also be featured on our website!

Who will help you

We work as a team. You'll have access to the brilliant minds of our research team members and our additional resources, all of which will help you to  perfect your project.

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