Evan Dramko

According to our database, Evan Dramko authored at least 5 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Convergence Analysis of Two-Layer Neural Networks under Gaussian Input Masking.

Afroditi Kolomvaki, Fangshuo Liao, Evan Dramko, Ziyun Guang, Anastasios Kyrillidis

CoRR, February, 2026

2025

On The Finetuning of MLIPs Through the Lens of Iterated Maps With BPTT.

Evan Dramko, Yizhi Zhu, Aleksandar Krivokapic, Geoffroy Hautier, Thomas Reps, Christopher M. Jermaine, Anastasios Kyrillidis

CoRR, December, 2025

Completion of partial structures using Patterson maps with the CrysFormer machine learning model.

Tom Pan, Evan Dramko, Mitchell D. Miller, Anastasios Kyrillidis, George N. Phillips Jr.

CoRR, November, 2025

ADAPT: Lightweight, Long-Range Machine Learning Force Fields Without Graphs.

Evan Dramko, Yihuang Xiong, Yizhi Zhu, Geoffroy Hautier, Thomas Reps, Christopher M. Jermaine, Anastasios Kyrillidis

CoRR, September, 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

Proceedings of the Conference on Parsimony and Learning, 2025