Publications

(Under Review) ADAPT: Lightweight, Long-Range Machine Learning Force Fields Without Graphs
Evan Dramko, Xiong Yihuang, Zhu Yizhi, Hautier, Geoffroy, Reps Thomas, Jermaine Christopher, Anastasios Kyrillidis
, 2025
Original formatting copy: pdf
Zenodo; Github
ADAPT will be presented as a poster at MRS Fall 2025!

(Accepted Submission) RecCrysFormer Variation for Completion Task
Tom Pan, Evan Dramko, Mitchell D Miller, George N Phillips Jr, Anastasios Kyrillidis
IUCr, 2025

RecCrysFormer: Refined Protein Structural Prediction from 3D Patterson Maps via Recycling Training Runs
Tom Pan, Evan Dramko, Mitchell D Miller, George N Phillips Jr, Anastasios Kyrillidis
Conference on Parsimony and Learning (CPAL), 2025

(under review) Convergence Analysis of Two Layer Neural Networks under Gaussian Input Masking
Fangshuo Liao, Evan Dramko, Ziyun Guang, Anastasios Kyrillidis
, 2025

Characterizing the effect of filament moisture on tensile properties and morphology of fused deposition modeled polylactic acid/polybutylene succinate parts
Raihan Quader, Evan Dramko, David Grewell, Jed Randall, Lokesh Narayanan
3D Printing and Additive Manufacturing, 2024