Published Papers
SUBJECT
CS - AI / ML / Data Science / Quantum Computing / Blockchain / Computer Vision

Scientific Journal
IRJMETS - International Research Journal of Modernization in Engineering Technology and Science
Name of Scholar
Shrikruthi Vedula
Topic
AI Chatbots and Therapy: Can AI Chatbots Replace Human Therapists?
About the Scholar
Shrikruthi is a student at Manthan School, Hyderabad, Telangana, India.
Name of Mentor
Dr. Martin Sewell
PhD in machine learning/financial markets, University College London
Postdoctoral Member, University of Cambridge
MSc. in Computer Science, University of London
Summary
This paper reviews literature where AI chatbots have been experimented with in psychotherapy. In 2015, nearly half the population lived in countries with fewer than one psychiatrist per 100,000 people. Considering the global shortage, AI chatbots may provide more economic and accessible solutions, though they struggle to replicate the values of human therapists. A conversational AI chatbot can strengthen the therapeutic bond. However, they cannot imitate the emotional depth of a therapist. Of the three dimensions of empathy— cognitive, emotional, and motivational—AI chatbots currently lack two (emotional and motivational). Statistically, chatbots are more effective at reducing symptoms of certain mental conditions, but discontinued use causes a relapse, which is also possible with therapists. Qualitatively, there are mixed opinions on which is better. Overall, all the studies agree that chatbots lack the human touch and sensitivity required to deal with emotions.
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SUBJECT
Biology - Genetics / Health Studies / Microbiology / Environmental Science

Scientific Journal
IRJMETS - International Research Journal of Modernization in Engineering Technology and Science
Name of Scholar
Aarush Raju
Topic
The Impacts of Creatine Monohydrate on Athletic Performance and Development
About the Scholar
Aarush is a student at Portola High School, Irvine, CA, USA.
Name of Mentor
Dr. Minerva Singh
MPhil in Geography and Environment - University of Oxford
PhD in Tropical Ecology and Conservation - University of Cambridge
Summary
Creatine monohydrate is one of the most widely researched and utilized supplements in the fitness industry, known for its role in enhancing athletic performance, muscle growth, and recovery. Naturally obtained through dietary sources such as red meat and seafood, as well as being produced by the liver, creatine plays a critical role in adenosine triphosphate (ATP) regeneration, providing energy for high intensity exercise. This paper explores the physical impacts of creatine supplementation, its benefits in resistance training, and potential reasons to not supplement creatine into one’s diet. A review of existing literature indicates that consistent creatine intake, paired with structured training, leads to increased muscular strength, enhanced training capacity, and reduced injury risk due to improved hydration and muscle integrity. However, some studies present conflicting evidence, suggesting minimal performance enhancement in certain exercises, while others raise concerns about potential adverse effects, particularly for individuals with renal complications. This paper synthesizes these findings to provide a comprehensive evaluation of creatine monohydrate's impact on athletic performance and overall muscle health
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SUBJECT
Physics - Classical / Quantum / Superconductivity / Particle

Scientific Journal
IJFMR - International Journal For Multidisciplinary Research
Name of Scholar
Arnav Malik
Topic
EPR Spectrum Analysis of DPPH and MnCl2
About the Scholar
Arnav is a student at Jayshee Periwal Global School, Jaipur, India. This paper was prepared by Arnav as a part of his course work for LS190 - Introduction to College Level Research course at Allegheny College during summer 2023.
Name of Mentor
B.S., Indiana University; Ph.D., Carnegie Mellon University
Summary
This paper presents the findings of electron paramagnetic resonance (EPR) spectroscopy experiments conducted on two different samples: 2,2-diphenyl-1-picrylhydrazyl (DPPH) and Manganese Chloride (MnCl2) dissolved in H2O. EPR spectroscopy is used to study the electronic and magnetic properties of paramagnetic materials, providing valuable information about their identity, oxidation and spin states, ligand environments, and interactions with the lattice.
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SUBJECT
Physics - Classical / Quantum / Superconductivity / Particle

Scientific Journal
Academia.edu
Name of Scholar
Advit Ranawade
Topic
EPR Spectrum Analysis of DPPH and MnCl 2
About the Scholar
Advit is a student at Dhirubhai Ambani International School, Mumbai, India. This paper was prepared by Advit as a part of his course work for LS190 - Introduction to College Level Research course at Allegheny College during summer 2023.
Name of Mentor
B.S., Indiana University; Ph.D., Carnegie Mellon University
Summary
Electron Paramagnetic Resonance (EPR) spectroscopy is a useful analytical technique that provides insight into the chemical nature of a variety of species: complex, inorganic, organic, lattices, free radicals etc. in different states. It is primarily used to understand the identity, oxidation and spin state of the paramagnetic ion(s) in a sample, the nature of ligands, and the interactions of the ion(s) with the lattice. Thus, the technique finds broad biological, biochemical and medical applications. EPR spectral analysis of DPPH (at room temperature) and MnCl2 in aqueous solution (at low temperature) were performed at Prof. Doros Petasis' laboratory at Allegheny College. Properties such as the g-factor, hyperfine coupling constant and linewidth for the two samples have been analysed and discussed.
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SUBJECT
Psychology - Neuroscience / Developmental / Cognitive / Learning & Memory

Scientific Journal
IJSRST - International Journal of Scientific Research in Science and Technology
Name of Scholar
Arushi Mishra
Topic
A Systematic Review of Behavioral Change in Motor Neuron Disease and Fronto-Temporal Dementia: Overlap, Differences, and Similarities
About the Scholar
Arushi is a student at The International School Bangalore, India.
Name of Mentor
Emily Beswick
PhD in Psychology - University of Edinburgh
BA (Hons) in Psychology - University of Edinburgh
Summary
Motor neuron disease (MND) is a progressive neurological disorder, previously thought to exclusively affect the motor system. However, we now know that cognitive and behavioral change is also a part of the condition. MND exists on a spectrum with frontotemporal dementia (FTD), with up to 15% of people with MND also meeting diagnostic criteria for FTD. The overlap in symptoms can make diagnosis more difficult, but also offer new opportunities for intervention and treatment. Aim: Our aim is to systematically review the academic literature to explore what behavioral symptoms have been identified as occurring in people with MND, FTD and MND-FTD.
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SUBJECT
Psychology - Neuroscience / Developmental / Cognitive / Learning & Memory

Scientific Journal
IJSRC - International Journal of Social Relevance & Concern
Name of Scholar
Bhavika Mittal
Topic
Exploring the impact of perfectionism and academic stress on academic performance
About the Scholar
Bhavika is a student at Jayshree Periwal International School, Jaipur, India.
Name of Mentor
Dr. Tamer Said
PhD in Education and Psychology - University of Cambridge
M.ED in Mind, Brain, and Education - Harvard Graduate School of Education
MA in International and Comparative Education -The American University in Cairo
Summary
In today's highly competitive academic environment, students often face immense pressure to excel, leading to heightened levels of stress and perfectionism. These psychological constructs– perfectionism and academic stress–have been widely acknowledged as key factors influencing students’ mental well-being and academic performance. While some students thrive under perfectionistic conditions, others experience burnout, anxiety, and declining performance, highlighting the need to better understand how these factors interact. This research study aims to fill these gaps by investigating the impact of adaptive and maladaptive and academic stress on academic performance, examining whether these factors act as enhancers or barriers to success. Using a sample of high school students, data was collected via a self-administered survey that included the Frost Multidimensional Perfectionism Scale (FMPS) to measure perfectionism, the Perceived Stress Scale (PSS) to assess academic stress, and a self-reported GPA to evaluate academics performance. The findings revealed that adaptive perfectionism positively predicts academic performance, while maladaptive perfectionism and academic stress are associated with lower GPA. Gender differences were also observed, with females reporting slightly higher GPAs and stress levels compared to males. These results underscore the importance of fostering adaptive perfectionism and managing academic stress to promote healthier learning environments and improve student well-being.