5 citations · 5 across the 3 of their papers we have counts for
4 papers
Low-Temperature Transport in Li-Ion Battery EC/EMC/FEC Electrolytes: Molecular Dynamics and Machine-Learning Modeling
İpek Yenda Çınar, Oguzhan Orhan, M. Oluş Özbek +1
Low-temperature operation imposes severe limitations on lithium-ion transport in battery electrolytes, yet the coupled effects of solvent composition and fluorinated additives in t…
Attention to Order: Transformers Discover Phase Transitions via Learnability
Şener Özönder
Phase transitions mark qualitative reorganizations of collective behavior, yet identifying their boundaries remains challenging whenever analytic solutions are absent and conventio…
Machine Learning-Based Manufacturing Cost Prediction from 2D Engineering Drawings via Geometric Features
Ahmet Bilal Arıkan, Şener Özönder, Mustafa Taha Koçyiğit +5
We present an integrated machine learning framework that transforms how manufacturing cost is estimated from 2D engineering drawings. Unlike traditional quotation workflows that re…
Bulk-boundary correspondence in soft matter
Mehmet Ramazanoglu, Şener Özönder, Rumeysa Salcı
Bulk-boundary correspondence is the emergence of features at the boundary of a material that are dependent on and yet distinct from the properties of the bulk of the material. The…