no code implementations • 31 Aug 2023 • Hyun Park, Boyuan Yu, Juhae Park, Ge Sun, Emad Tajkhorshid, Juan J. de Pablo, Ludwig Schneider
A machine learning approach is presented to accelerate the computation of block polymer morphology evolution for large domains over long timescales.
1 code implementation • 15 Aug 2023 • Hyun Park, Parth Patel, Roland Haas, E. A. Huerta
The prediction of protein 3D structure from amino acid sequence is a computational grand challenge in biophysics, and plays a key role in robust protein structure prediction algorithms, from drug discovery to genome interpretation.
1 code implementation • 14 Jun 2023 • Hyun Park, Xiaoli Yan, Ruijie Zhu, E. A. Huerta, Santanu Chaudhuri, Donny Cooper, Ian Foster, Emad Tajkhorshid
Metal-organic frameworks (MOFs) exhibit great promise for CO2 capture.
1 code implementation • 21 Dec 2022 • Hyun Park, Ruijie Zhu, E. A. Huerta, Santanu Chaudhuri, Emad Tajkhorshid, Donny Cooper
We introduce an end-to-end computational framework that allows for hyperparameter optimization using the DeepHyper library, accelerated model training, and interpretable AI inference.
1 code implementation • International Journal of Computer Assisted Radiology and Surgery 2022 • Yirou Pan, Sophia Bano, Francisco Vasconcelos, Hyun Park, Taikyeong Ted. Jeong, Danail Stoyanov
Robotic-assisted laparoscopic surgery has become the trend in medicine thanks to its convenience and lower risk of infection against traditional open surgery.
no code implementations • NeurIPS 2021 • Zhixuan Yu, Haozheng Yu, Long Sha, Sujoy Ganguly, Hyun Park
(2) Geometric consistency: every point in the continuous correspondence fields must satisfy the multiview consistency collectively.