Rahman's 1964 Liquid Argon Simulation Replication
Complete replication of Aneesur Rahman's foundational 1964 molecular dynamics simulation using modern LAMMPS and Python, …...
Evaluation
Replicating Rahman's 1964 Liquid Argon Simulation
Recreating the foundational 1964 molecular dynamics simulation with modern Python and LAMMPS, testing whether Rahman's …...
Deconstructing Neural Networks for Time Series Forecasting
Ablation study examining key architectural components of neural networks for spatiotemporal forecasting, finding that …...
Can You Hear the Shape of a Molecule? (Part Three)
Supervised learning analysis reveals surprising patterns in eigenvalue space that clustering missed, testing k-NN and …
Can You Hear the Shape of a Molecule? (Part Two)
Rigorous clustering analysis reveals why Coulomb matrix eigenvalues struggle with larger alkanes, using Dunn Index and …
Sarcasm Detection with Transformers: A Cautionary Tale
Learn how dataset bias can lead to misleading results in NLP: a sarcasm detection model that actually learned to …
Analytical Model of Word2Vec and GloVe Statistics
Presents an analytical model of statistics learned by Word2Vec and GloVe. This work derives the first known analytical …...
GPT-2 Susceptibility to Universal Adversarial Triggers
An investigation into whether universal adversarial triggers can control not just the topic but also the stance of …...
QuAC: Question Answering in Context Dataset
An analysis of QuAC's approach to conversational question answering through student-teacher interactions, featuring …